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	<title>CERAS imply &#187; AI News</title>
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		<title>Is Your Marketing Team Ready for AI-Driven Search?</title>
		<link>http://www.cerasimply.com/is-your-marketing-team-ready-for-ai-driven-search/</link>
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		<pubDate>Fri, 22 Nov 2024 11:56:45 +0000</pubDate>
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		<description><![CDATA[AI Chatbot ChatSDG Could Transform US MBA Programs With the spread of the coronavirus, various marketing agencies, financial organizations, and grocery outlets have initialized the full [&#8230;]]]></description>
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<h1>AI Chatbot ChatSDG Could Transform US MBA Programs</h1>
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" width="305px" alt="marketing bot"/></p>
<p>
<p>With the spread of the coronavirus, various marketing agencies, financial organizations, and grocery outlets have initialized the full fledge implementation of chatbots and conversational AI tools to enhance customer service in the crisis. Amid the pandemic, businesses face challenges in sustaining and are willing to try new technological avenues such as voice-based assistants and chatbots. London-based fashion company River Island uses chatbots to help streamline their customer service. This popular High Street fashion brand has over 350 stores internationally and a strong online presence with millions of followers across social media, so they get thousands of online inquiries each day.</p>
</p>
<p>
<p>The applicants can cruise past this hurdle by using specialized AI assistants that provide souped-up answers to an interviewer’s questions in real time. The quaint rudimentary uses of ChatGPT and competing programs in the early days of public AI quickly gave way to software that was more and more specialized to the task of finding and applying for jobs. Sonara, Jobscan, LazyApply, SimplifyJobs, Massive and so many other types of job-hunting AIs now exist that it’s impossible to keep track of all of them. For the relatively tech-savvy, it’s not even difficult to use AgentGPT or similar <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">ChatGPT App</a> bot-creating software to conjure up entirely new programs designed specifically to the user’s liking. In other words, anyone can use AI to make more AI; in fact, that first generation of AI could be coded to learn from its operations when constructing an improved second generation, which could go on to build a third generation and so on. The previously hopeless humans, the ones attempting to break through layer after layer of HR software specifically designed to prevent most résumés from reaching a pair of real live eyeballs, suddenly had a technological arsenal of their own.</p>
</p>
<p>
<h2>AI Trading: How AI Is Used in Stock Trading</h2>
</p>
<p>
<p>Also, chatbots have assisted the medical and healthcare verticals during the difficult times. Several medical insurance companies and public health institutions worldwide have deployed chatbots to assist users/patients in providing proper COVID-19 advice and suggestions. Open.AI, an American artificial intelligence company, released ChatGPT, an AI chatbot that answers every question. The chat structure enables the AI to respond to &#8220;follow-up questions, admit its errors, contest false assumptions, and decline unsuitable requests. Organizations have started looking for ways to engage their employees in personalized and adaptive ways to improve workforce productivity and satisfaction with the implementation of AI bots. Governments of various countries across the globe have started focusing on a digital channel.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="302px" alt="marketing bot"/></p>
<p>
<p>The chatbot developed has to be secure and offer a smooth user experience for the financial industry. Advancements in artificial intelligence, along with the drastic increase in the number of messaging applications, are driving the chatbot market in the BFSI sector. In terms of application, customer services segment dominated the market with a share of 31.2% in 2022.</p>
</p>
<p>
<h2>Which Region is projected to Offer the Largest Bot Services Market Opportunity?</h2>
</p>
<p>
<p>By automating routine tasks, you can dedicate more time to higher-level, strategic work that directly serves your clients. AI is baked into legal platforms like Westlaw and Practical Law, which have been around for years. What’s new is the use of generative AI, a type of artificial intelligence that creates, or “generates,” content such as text, graphics, and documents. There are significantly fewer firms actively using this type of AI, at least for now. The newest phase of Mayor Adams’ MyCity portal, the MyCity Business site will serve as an easily accessible, all-in-one resource for applications, permits, licenses, and related information needed to open and operate a business in New York City.</p>
</p>
<p>
<p>Rep.ai’s approach stands out in the crowded AI chatbot market by offering video and audio interactions through what Ternyak calls “digital twins” of actual sales representatives. “To my knowledge, we’re the first to build it,” he stated, referring to the ability to speak to and see video of an AI clone of a sales representative in real-time on a website. Claims around artificial intelligence have become more prevalent in the marketplace, including frequent promises about the ways it could potentially enhance people’s lives through automation and problem solving.</p>
</p>
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" width="304px" alt="marketing bot"/></p>
<p>
<p>Within a few taps, she knows the status of every project and what percentage of expected benefits each one has delivered. Project charters and key performance indicators are available in moments, as are each team member’s morale level and the overall buy-in of critical stakeholders. The ad aired just hours before Google&#8217;s senior executives touted Bard as the future of the company at a launch event in Paris. By Wednesday, Alphabet shares had slid as much as  9% during trading hours, balancing out by the day&#8217;s close. Social media users quickly pointed out that the company could&#8217;ve fact-checked the exoplanet claim by, well, Googling it. In June 2021, hackers who broke into and stole a wealth of source code and game data from the computer gaming giant EA told Motherboard they gained access by purchasing a $10 bot from Genesis Market that let them log into a  company Slack account.</p>
</p>
<p>
<p>Since their customers need to be extra cautious of what they’re eating, many have questions about specific ingredients used in the products. Retail bots can automate up to 94% of your inquiries with a 96% customer satisfaction score. There are only a limited number of copies available for purchase at retail. You would need a well-crafted and compelling text to post on social media so that users will click on your post. Microsoft announced this week that it would incorporate ChatGPT into products like its Bing search engine.</p>
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<p>
<p>This was clearly highlighted by research conducted by Pega earlier this year, which showed that 77% of British consumers would want to know when they were talking to a human or bot online. Sprout Social helps you understand and reach your audience, engage your community and measure performance with the only all-in-one social media management platform built for connection. The conversation with Plum is entirely prompted, giving the customer a choice to sign-up or learn more information in smaller “chunks.” The interactivity of Plum’s bot certainly beats a boring wall of text or a traditional Q&amp;A. By the end of the campaign, Mountain Dew won a Shorty Award for Best Use of Chatbots and saw some impressive metrics. Viewers watched over 11.6k hours of branded content and the campaign earned 48 influencer shoutouts. Mountain Dew’s Twitch fans increased by 265% and the channel engagement increased by 572%.</p>
</p>
<p>
<p>French beauty retailer Merci Handy, who has made colorful hand sanitizers since 2014, saw a 1000% jump in ecommerce sales in one 24-hour period. Their chatbot currently automates recipe suggestions, product questions, order tracking, and more. Since implementing an intelligent retail bot like Heyday, fashion retailer Groupe Dynamite’s traffic increased by 200%, and chat now makes up 60% of all of their customer interactions. Each of these self-taught bot makers have sold over $380,000 worth of bots since their businesses launched, according to screenshots of payment dashboards viewed by Insider. Once the software is purchased, members decide if they want to keep or &#8220;flip&#8221; the bots to make a profit on the resale market. Here&#8217;s how one bot nabbing and reselling group, Restock Flippers, keeps its 600 paying members on top of the bot market.</p>
</p>
<div style='border: grey solid 1px;padding: 15px;'>
<h3>Bot Services Market Surges to USD 12.95 Billion by 2030, Propelled by 25.81% CAGR &#8211; Verified Market Reports® &#8211; PR Newswire UK</h3>
<p>Bot Services Market Surges to USD 12.95 Billion by 2030, Propelled by 25.81% CAGR &#8211; Verified Market Reports®.</p>
<p>Posted: Tue, 15 Oct 2024 14:30:00 GMT [<a href='https://news.google.com/rss/articles/CBMi9wFBVV95cUxNU3hCYy1XUUQ1UEd0U0NwT09Zakp2b25hLVI5SzdWZVZfbjJmUW5PS3M1ZkZhY25abDc4RVE2dkhnUnkzUGZlZU03UzhmSHlMM2c4aHFDcGZRQ09JX2ZKUU5Kc3FKZzBOV0FZdm9hQlo4RzZIZlY3QmFPZjQxYUtadG1OdS1HV1JZRVdyam5NVnJGM3N6alVGM1FBRTJhZ3Vua1FJcnBTekt0Q0l1NjduR0ZHdkZoNkNNUXZkeGpMeFFzM0dzNmtuNWV5SmxOTktzVnphcmcycV9DeVZWNHVrTElzQkxLUmJmWE9TbWwzbDI2WW4wdENB?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>
<p>In terms of vertical, retail &amp; e-commerce segment dominated the market with a share of 30.34% in 2022. Chatbots find applications in a wide range of industries, such as healthcare, retail, BFSI, media &amp; entertainment, travel &amp; tourism, e-commerce, and others. The BFSI segment accounted for the largest market share in 2022 and generated the highest revenue. Chatbots are gaining popularity in a number of sectors owing to the benefits such as remote connectivity and virtual presence, which substantially reduces the transportation cost. The travel &amp; tourism vertical is expected to portray the highest growth during the forecast period.</p>
</p>
<p>
<p>AI adoption in businesses has doubled in the past year, and generative AI tools are estimated to boost global GDP by as much as 7% while potentially replacing 300 million full-time jobs. Despite this potential, most AI solutions require complex integrations, resulting in piecemeal solutions that demand extensive human oversight, create poor user experiences, and additional overhead costs. Instead, Artisans are onboarded in under 10 minutes with no technical skills or integrations required. Marketing Tech provides digital marketing news and jobs, industry analysis and digital media insight around numerous marketing disciplines; mobile strategy, email marketing, SEO, analytics, social media and much more. IntoTheBlock uses AI trading and deep learning to power its price predictions and quantitative trading for a variety of crypto markets. IntoTheBlock’s models are trained on spot, blockchain and derivatives datasets, which allow users to access historical data to better inform their trade decisions.</p>
</p>
<p>
<h2>Craft A Job Description</h2>
</p>
<p>
<p>They are unable to discriminate between good and bad and cannot comprehend the context of humans, which is a significant gap that is likely to make a client unhappy. AI-powered intelligent bots can comprehend a variety of circumstances, however, they are unable to accurately interpret 40 out of every 100 client interactions. The poor decision-making abilities of chatbots have caused significant harm to several brands. Microsoft&#8217;s chatbot Tay received significant backlash after its March 23, 2016, introduction. By tweeting offensive Tweets, the chatbot caused Microsoft enormous embarrassment. [250 Pages Report] Newly-released Bot Services Market analysis report by Future Market Insights shows that global sales of the Bot Services Market in 2021 were held at US$ 1.2 Billion.</p>
</p>
<p>
<p>In fact, data shows that 75% of retailers report losing customers due to wait-related issues. By deploying a chatbot to provide instant support, you can improve customers&#8217; experience, which will help them establish a connection to your business and become loyal to your brand. We’ll find out whether Francis Ford Coppola’s Megalopolis is a masterpiece or a stinker when it arrives in theaters on Sept. 27, but the behind-the-scenes dramas have already been riveting. The latest twist was the snafu over the sci-fi drama’s trailer, which was pulled by distributor Lionsgate on Aug. 21, after just one day, when it was revealed that the critics’ quotes being cited in the teaser were bogus. “They threw Eddie under the bus,” one Hollywood exec who has worked with Egan in the past tells Rambling Reporter.</p>
</p>
<p>
<p>Within six months, they earned 15 million content engagements and 6.1 million post links. With these kind of metrics, River Island proves to be fashion-forward and future focused. Like Kik, the bot offers beauty coaching via makeup tutorials and product reviews, but it also provides news stories, trend reports and two unique features, Sephora Reservation Assistant and Sephora Virtual Artist. Sephora became one of the first brands to integrate chatbots when they began using them in 2017 via Kik. The bot allows customers to place orders and customize their pizzas all within the chat, making it a cinch to buy your favorite pie. Dom has the ability to save and repeat orders and find the closest store to you.</p>
</p>
<p>
<h2>Risks of AI Trading</h2>
</p>
<p>
<p>The technology is set to become an increasingly essential part of IT spending, ad spending, and cybersecurity as it develops”. This helps bots to determine how they should respond to customers in a way that will optimise their perception of the brand. Robin Collyer is a CRM &amp; Marketing Specialist at Pegasystems, whose adaptive, cloud-architected software – built on the unified Pega Platform – empowers people to rapidly deploy, and easily extend applications to meet strategic business needs. Hobbhahn said that AI models were not currently powerful enough to mislead people &#8220;in any meaningful way,&#8221; and that it was encouraging that the researchers were able to spot the lie. &#8220;This is a demonstration of a real AI model deceiving its users, on its own, without being instructed to do so,&#8221; Apollo said in the video on its website. An AI bot on OpenAI&#8217;s GPT-4 large language model showed it was capable of making illegal financial trades and lying about its actions.</p>
</p>
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" width="301px" alt="marketing bot"/></p>
<p>
<p>The chatbot sent out obscene Tweets, causing Microsoft major embarrassment. In a world that counts every 6-minute increment, legal work that would once take hours or days can be done in seconds with AI. Time-consuming, but critical tasks such as research, document drafting and review, and data entry can now be done in a fraction of the time of pre-artificial intelligence.</p>
</p>
<p>
<h2>Bot Services Market Size, Industry Share Forecast</h2>
</p>
<p>
<p>Founded by Samay Kohli, founder of ﻿GreyOrange﻿, Budy.bot streamlines the deployment and management of sales and marketing software stacks for enterprises. This website is using a security service to protect itself from online attacks. There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data. Researchers at Carnegie Mellon University, Kathleen Carley and Lynnette Hui Xian Ng, tracked nearly 1.2 million tweets from over 120,000 users discussing the balloon. Utilising Twitter’s location feature and the BotHunter algorithm, they identified significant bot activity, with about 35% of US-geotagged users exhibiting bot-like behaviours.</p>
</p>
<p>
<p>This automation builds customer galleries for your homepage or product pages. Content connects with products featured in the photos or videos, allowing inspired customers to buy directly from the gallery. AI can search its digital data warehouse to provide hard-to-find information and predict legal outcomes. Products like Practical Law’s Dynamic Tool Set with CoCounsel can help provide insight faster with visualization <a href="https://www.metadialog.com/blog/what-is-chatbot-marketing/">marketing bot</a> tools and data-driven charts so you can easily interpret information and then share it with clients, colleagues, and outside counsel. On-premise deployment offers organizations a high level of customization and controls over their bot security infrastructure. They can tailor the solution to meet their specific requirements, integrate it with existing security systems, and have full control over data storage and access.</p>
</p>
<p>
<ul>
<li>OpenAI introduced OpenAI o1, the latest model family of the ChatGPT chatbot.</li>
<li>In order to significantly cut expenses, businesses are primarily focusing on automating customer service and sales.</li>
<li>The complaint also alleges that DoNotPay offered a service that would check a small business website for hundreds of federal and state law violations based solely on the consumer’s email address.</li>
</ul>
<p>
<p>This means images and documents that have become a ChatGPT Plus staple are on hold — at least for now. Online searches are also eliminated, so users will have to pay special attention to the prompt response accuracy to know if the information is from the latest sources. Enterprise account users will have access to the new model family very soon. Google’s latest version of its AI generator, Imagen 2.0, which is powered by Gemini, has the ability to create live images from text prompts. It’s still in “preview” mode, but keynote speakers in Las Vegas showed off the feature.</p>
</p>
<p>
<p>Let’s say you’ve published articles and want to push them to social media. You can foun additiona information about <a href="https://techtippr.com/using-metadialog-ai/">ai customer service</a> and artificial intelligence and NLP. When using ChatGPT for market research and your brand marketing, always remember that it was trained on data up to the third quarter of 2021 and <a href="https://chat.openai.com/">ChatGPT</a> thus may not be the best tool for dealing with current trends. Sometime in the near future, the CEO of a large telecom provider is using a smartphone app to check on her organization’s seven strategic initiatives.</p>
</p>
<p>
<ul>
<li>The complaint alleges that EEB’s CEO, Peter Prusinowski, has used consumers’ money – as much as $35,000 from consumers who purchase stores – to enrich himself while failing to deliver on the scheme’s promises of big income by selling goods online.</li>
<li>On-premise deployment offers organizations a high level of customization and controls over their bot security infrastructure.</li>
<li>In 2023, bad bots constituted 32% of web traffic, an increase from 30.2% the previous year, while human-generated traffic decreased to 50.4%.</li>
<li>Google ties in its latest Gemini AI model with company-specific data in a new code assistant and Vertex AI updates that also anticipate a coming wave of AI agent development.</li>
</ul>
<p>
<p>In this episode of The Digital Experience Show, Dom Nicastro, editor-in-chief of CMSWire, talks with Luis Fernandez, executive director at VML Enterprise Solutions&nbsp;and a regular CMSWire Contributor. They explore the rapidly evolving intersection of AI and search and how these developments are challenging traditional SEO strategies. Luis shares his insights on AI Visibility Optimization (AIVO), the new &#8220;rules&#8221; marketers need to follow, and how this shift will impact the industry. CMSWire&#8217;s Marketing &amp; Customer Experience Leadership channel is the go-to hub for actionable research, editorial and opinion for CMOs, aspiring CMOs and today&#8217;s customer experience innovators. Our dedicated editorial and research teams focus on bringing you the data and information you need to navigate today&#8217;s complex customer, organizational and technical landscapes. Benchmarking is the practice of evaluating an investment strategy by comparing it to a stock market benchmark or index.</p>
</p>
<p>
<p>Spectators watched while demonstrators muttered to themselves and typed prompts into the revamped AI chatbot to highlight its new tools — perhaps the most important of which is its ability to “ground” queries. “Grounding” means responses on Gemini Pro 1.5 are linked to “verifiable sources of information,” the company said Tuesday. The tech giant strengthened its workplace productivity and collaboration platform with new artificial intelligence capabilities and the ability to create videos.</p>
</p>
<p>
<p>If you’re looking to expand your practice, AI can analyze market trends and the competitive landscape to identify new practice areas or niches. Products like What’s Market provide a database of summaries for publicly filed deals that allows you to analyze and compare terms or features. Constantly evolving bot attack techniques is the key challenge in the market. Apollo shared a video on its website demonstrating a simulated conversation between a bot that was acting as an AI investment management system and employees at an imaginary company.</p>
</p>
<p>
<p>Human interactions are often complex for the chatbots owing to the diversification in human languages. Consumers from discrete demographics may prompt the same sentiment /intent differently. The chatbot is a messaging service that was developed by using a set of rules and artificial intelligence that can be interacted via a chat interface. There are two types of chatbots, one which is developed by a set of rules and the other which uses artificial intelligence and machine learning algorithms.</p></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Zendesk vs Intercom Comparison 2024: Which One Is Better?</title>
		<link>http://www.cerasimply.com/zendesk-vs-intercom-comparison-2024-which-one-is/</link>
		<comments>http://www.cerasimply.com/zendesk-vs-intercom-comparison-2024-which-one-is/#comments</comments>
		<pubDate>Tue, 22 Oct 2024 12:58:33 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=19151</guid>
		<description><![CDATA[Zendesk vs Intercom: the ultimate comparison by Ana Khlystova HelpCrunch Existing customers have complained consistently about how they aren’t available at the right time to offer [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>Zendesk vs Intercom: the ultimate comparison by Ana Khlystova HelpCrunch</h1>
</p>
<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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" width="305px" alt="zendesk to intercom"/></p>
<p>
<p>Existing customers have complained consistently about how they aren’t available at the right time to offer support to customers. There are even instances where customers don’t receive the first response in more than seven days. Compared to Intercom, Zendesk’s pricing starts at $49/month, which is still understandable but not meant for startups looking for affordable pricing plans. These plans are not inclusive of the add-ons or access to all integrations. Once you add them all to the picture, their existing plans can turn out to be quite expensive. Zendesk also offers a straightforward interface to operators that helps them identify the entire interaction pathway with the customers.</p>
</p>
<p>
<p>What’s more, it helps its clients build an integrated community forum and help center to improve the support experience in real-time. You can use this support desk to help customers or you can forward potential new users to your sales department. You can create a help platform to assist users in guiding themselves, or you can use AI-enabled responses to create a more “human” like effect. Zendesk has more pricing options, which means you’re free to choose your tier from the get-go.</p>
</p>
<p>
<ul>
<li>Read these resources to learn more about why users choose Zendesk vs Intercom.</li>
<li>Check these 7 Zendesk alternatives to improve your customer support.</li>
<li>Zendesk is among the industry&#8217;s best ticketing and customer support software, and most of its additional functionality is icing on the proverbial cake.</li>
<li>You can integrate different apps (like Google Meet or Stripe among others) with your messenger and make it a high end point for your customers.</li>
</ul>
<p>
<p>What makes Intercom stand out from the crowd are their chatbots and lots of chat automation features that can be very helpful for your team. You can integrate different apps (like Google Meet or Stripe among others) with your messenger and make it a high end point for your customers. Zendesk also has the Answer Bot, which can take your knowledge base game to the next level instantly. It can automatically suggest your customer relevant articles reducing the workload for your support agents.</p>
</p>
<p>
<h2>Zendesk vs. Intercom: An Overview</h2>
</p>
<p>
<p>This single window allows your team members to combine several channels for better efficiency and improved customer experience. And according to research, brands adopting omnichannel customer service software experience a decline in cost per contact by 7.5% every year, so having this feature is definitely a plus. Intercom offers advanced customer service through its automated functions and is suitable for businesses looking for a sophisticated customer support solution. Another advantage of using Intercom is that it not only enhances customer engagement but is also a great way to increase customer support teams&#8217; productivity.</p>
</p>
<p>
<ul>
<li>There&#8217;s even on-the-spot translation built right in, which is extremely helpful.</li>
<li>Using any plan, this integration is available to all customers, making the customer support experience and onboarding smooth.</li>
<li>As the place where your agents will be spending most of their time, a functional and robust Helpdesk will be critical to their overall performance and experience.</li>
<li>You can use it for customer support, but that&#8217;s not its core strength.</li>
<li>Overall, when comparing Zendesk to Intercom, Zendesk’s features will probably win out over time.</li>
</ul>
<p>
<p>With industry-leading AI that infuses intelligence into every interaction, robust integrations, and exceptional data security and compliance, it’s no wonder why Zendesk is a trusted leader in CX. Intercom offers reporting and analytics tools with limited capabilities for custom reporting, user behavior metrics, and advanced visualization. It also lacks advanced features like collaboration reporting, custom metrics, metric correlation, and drill-in attribution.</p>
</p>
<p>
<h2>Security features</h2>
</p>
<p>
<p>If you want to get to the nitty-gritty of your customer service team’s performance, Zendesk is the way to go. It’s built for function over form — the layout is highly organized and clearly designed around ticket management. You get an immediate <a href="https://chat.openai.com/">https://chat.openai.com/</a> overview of key metrics, such as ticket volume and agent performance as well as a summary of key customer data points. However, the latter is more of a support and ticketing solution, while Intercom is CRM functionality-oriented.</p>
</p>
<p>
<p>Not to mention marketing and sales tools, like Salesforce, Hubspot, and Google Analytics. One of Zendesk’s other key strengths has also been its massive library  of integrations. It works seamlessly with over 1,000 business tools, like Salesforce, Slack, and Shopify. With its features and pricing, Zendesk is geared toward businesses that full in the range from mid-sized to enterprise-level. Zendesk provides comprehensive security and compliance features, ensuring customer data privacy. This includes secure login options like SAML or JWT SSO (single sign-on) and native content redaction for sensitive information.</p>
</p>
<p>
<p>There is also something called warm transfers, which let one rep add contextual notes to a ticket before transferring it to another rep. You also get a side conversation tool. There are 3 Basic support plans at $19, $49 and $99 per user per month billed annually, and 5 Suite plans at $49, $79, $99, $150, and $215 per user per month billed annually. You could technically consider Intercom <a href="https://www.metadialog.com/blog/intercom-vs-zendesk/">zendesk to intercom</a> a CRM, but it&#8217;s really more of a customer-focused communication product. It isn&#8217;t as adept at purer sales tasks like lead management, list engagement, advanced reporting, forecasting, and workflow management as you&#8217;d expect a more complete CRM to be. Broken down into custom, resolution, and task bots, these can go a long way in taking repetitive tasks off agents&#8217; plates.</p>
</p>
<p>
<p>Right off the bat, Intercom’s Chatbot is more advanced and customizable. If you prioritize seamless, personalized customer interactions, it’s arguably the better option of the two. Having only <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">Chat GPT</a> appeared in 2011, Intercom lacks a few years of experience on Zendesk. It also made its name as a messaging-first platform for fostering personalized conversational experiences for customers.</p>
</p>
<p>
<p>Because of this, you’ll want to make sure you’re selecting a cloud-based CRM, like Zendesk, with strong security features. Zendesk meets global security and privacy compliance standards and includes features like single sign-on (SSO) to help provide protection against cyberattacks and keep your data safe. A sales CRM should also provide you with the benefits of pipeline management software.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="309px" alt="zendesk to intercom"/></p>
<p>
<p>Once the sync is complete, you’ll receive an email to your registered Intercom email address which confirms how many articles were synchronized. In the Response section, you can map data from the Zendesk API response to Conversation or People attributes. After setting up the Request, it is important to test it to ensure it creates the correct data in the connected third-party system.</p>
</p>
<p>
<p>To do this, input a Test value such as Message Body, Email, Full_name or Conversation ID and click Test to verify that the Custom Action is properly configured. Refer to How to create an authentication with Zendesk for Custom Actions for more details. Yes, you can integrate Pipedrive with Zendesk to access information between the two services organized in one place. At the end of the day, the best sales CRM delivers on the features that matter most to you and your business. To determine which one takes the cake, let’s dive into a feature comparison of Pipedrive vs. Zendesk. If a title has been set for a conversation it will use this to populate the resulting Zendesk ticket title.</p>
</p>
<p>
<p>Zendesk offers more flexibility with its pricing options and also has free services. In addition, the costs of Zendesk’s services are slightly easier to calculate. However, regardless of whether your choice is Zendesk or Intercom, you will be spending some time trying to figure out how much you will pay for the services. Has live chat analytics to monitor customer satisfaction, employee performance. Overall, Zendesk’s Chat is less customizable than Intercom’s but still has all the essentials.</p>
</p>
<div style='border: black solid 1px;padding: 13px;'>
<h3>Dialpad Teams up with Intercom &#8211; CX Today</h3>
<p>Dialpad Teams up with Intercom.</p>
<p>Posted: Thu, 27 May 2021 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMifEFVX3lxTE5kOHZrX0JaTmU4ZC1sZ2cyTFgyUU5WQWNFa2ZLNEpabWI0WHdjbjZhMnMyYmZNYm03Yml1Q0YtOEg4a1pzSDhPTGVTcElEdW95NlRDSDFsVWc3SFQweEp4SHBvenFwSW1vVUM4c052c1dNRUpZRjh3bmVtUzc?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>
<p>Zendesk also offers digital support during business hours, and their website has a chatbot. Premiere Zendesk plans have 24/7 proactive support with faster response times. Other customer service add-ons with Zendesk include custom training and professional services. Intercom has a wider range of uses out of the box than Zendesk, though by adding Zendesk Sell, you could more than make up for it. Both options are well designed, easy to use, and share some pretty key functionality like behavioral triggers and omnichannel-ality (omnichannel-centricity?). But with perks like more advanced chatbots, automation, and lead management capabilities, Intercom could have an edge for many users.</p>
</p>
<p>
<p>Moreover, these are new prices as they’re in the middle of changing their pricing policy right now (and they’re definitely not getting cheaper). If you thought Zendesk’s pricing was confusing, let me introduce you to Intercom’s pricing. It’s virtually impossible to predict what you’re going to pay for Intercom at end of the day. So when I realized lots of companies actually prefer Zendesk over Intercom, I was surprised. Now that we know the differences between Intercom vs. Zendesk, let’s analyze which one is the better service option. Grow faster with done-for-you automation, tailored optimization strategies, and custom limits.</p>
</p>
<p>
<p>Email marketing, for example, is a big deal, but less so when it comes to customer service. Still, for either of these platforms to have some email marketing or other email functionality is common sense. Zendesk can also save key customer information in their platform, which helps reps get a faster idea of who they are dealing with as well as any historical data that might assist in the support.</p>
</p>
<p>
<p>In a nutshell, both these companies provide great customer support. I tested both of their live chats and their support agents were answering in very quickly and right to the point. Zendesk team can be just a little bit faster depending on the time of the day. Overall, Zendesk has a slight edge over Intercom when it comes to ticketing capabilities. It provides a variety of customer service automation features like auto-closing tickets, setting auto-responses, and creating chat triggers to keep tickets moving automatically.</p>
</p>
<p>
<p>The result is that Zendesk generally wins on ratings when it comes to support capacity. This website is using a security service to protect itself from online attacks. There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data. In terms of pricing, Intercom is considered one of the hardest on your pocket. Zendesk can be more flexible and predictable in this area as you can buy different tools separately (or even use their limited versions for free).</p>
</p>
<p>
<p>You can foun additiona information about <a href="https://www.cravingtech.com/ai-customer-service-all-you-need-to-know.html">ai customer service</a> and artificial intelligence and NLP. Admins will also like the fact that they can see the progress of all their teams and who all are actively answering a customer’s query in real-time. Although many people tout it as the solution for large businesses, its bottom pricing tier is a nice entry for any small business looking to add customer service to its front page. There are four different subscription packages you can choose from, all of which also have Essential, Pro, and Premium options for businesses of different sizes. You’d need to chat with Intercom sales team for get the costs for the Premium subscription, though.</p>
</p>
<p>
<p>This helps the service teams connect to applications like Shopify, Jira, Salesforce, Microsoft Teams, Slack, etc., all through Zendesk’s service platform. Handle conversations, manage tickets, and resolve issues quickly to improve your CSAT. Before choosing the customer support software, it is crucial to consider the size of the business.</p>
</p>
<p>
<p>Zendesk offers fast time to value, especially at the enterprise level. Its ability to scale with the businesses makes it an attractive option for growing companies. Its customizable options enable businesses to quickly gain value from its features by enhancing agility.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/2023/07/the-result-of-integration-2-1.webp" width="307px" alt="zendesk to intercom"/></p>
<p>
<p>Agents can use this to anticipate and proactively address issues before the escalate, or even arise in the first place. It goes without saying that you can generate custom reports to hone in on particular areas of interest. Whether you’re into traditional bar charts, pie charts, treemaps, word clouds, or any other type of visualization, Zendesk is a data “nerd’s” dream. It makes sure that you don’t miss a single inquiry by queuing tickets for agent handling. You can configure it to assign tickets using various methods, such as skills, load balancing, and round-robin to ensure efficient handling. Yes, Zendesk has an Intercom integration that you can find in the Zendesk Marketplace—it’s free to install.</p>
</p>
<p>
<h2>What is the difference between Zendesk and Intercom?</h2>
</p>
<p>
<p>We also adhere to numerous industry standards and regulations, such as HIPAA, SOC2, ISO 27001, HDS, FedRAMP LI-SaaS, ISO 27018, and ISO 27701. Zendesk lacks in-app messages and email marketing tools, which are essential for big companies with heavy client support loads. Conversely, Intercom lacks ticketing functionality, which can also be essential for big companies. Intercom live chat is modern, smooth, and has many advanced features that other chat tools lack.</p>
</p>
<p>
<p>The Zendesk chat tool has most of the necessary features, like shortcuts (saved responses), automated triggers, and live chat analytics. You can also enable some forms for collecting user info on the go. It’s nothing fancy; it covers just basic customer communication needs. Founded in 2007, Zendesk started as a ticketing tool for customer success teams. Later, they started adding all kinds of other features, like live chat for customer conversations. Zendesk helps you manage and update your leads, analyze your pipeline, and create customizable reports on the go with our mobile CRM app.</p>
</p>
<p>
<p>Comments and tickets from these users will be mapped to a default inactive contact with name &#8220;Inactive Intercom Contact&#8221;. Just like Intercom, Zendesk’s customer service is quite disappointing. The only relief is that they do reach out to customers, but it gets too late. In terms of customer service, Zendesk fails to deliver an exceptional experience. This can be a bummer for many as they can always stumble upon an issue. One of the most significant downsides of Intercom is its customer support.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="306px" alt="zendesk to intercom"/></p>
<p>
<p>After switching to Intercom,  you can start training Custom Answers for Fin AI Agent right away by importing your historic data from Zendesk. Fin AI Agent will use your history to recognize and suggest common questions to create answers for.</p>
</p>
<p>
<p>Honestly, when it comes to Zendesk, it is not the most modern tool out there. What can be really inconvenient about Zendesk, though is how their tools integrate with each other when you need to use them simultaneously. To sum things up, one can get really confused trying to make sense of Zendesk’s pricing, let alone to calculate costs. To sum it all up, you need to consider various aspects of your business before choosing CRM software. While deciding between Zendesk and Intercom, you should ensure the customization, AI automation, and functionalities align with your business goals. As we delve into the features of Zendesk, we can identify the following weaknesses regarding user experience.</p>
</p>
<div style='border: grey solid 1px;padding: 13px;'>
<h3>Zendesk Pricing &#8211; Sell, Support &#038; Suite Cost Breakdown 2024 &#8211; Tech.co</h3>
<p>Zendesk Pricing &#8211; Sell, Support &#038; Suite Cost Breakdown 2024.</p>
<p>Posted: Mon, 15 Apr 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiW0FVX3lxTFBhbHBsZkhyNll1ZFdKVU9FRnJ0bmZ4TWJYSG5YNzVIOHlwMmI4clVUaWlqTXRJcVlYeEtxT2JGXzNVb1MtWlFoU1NQXzV5YS1fRERKYkZXNXNCOUE?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>
<p>It has a more sophisticated user interface and a wide range of features, such as an in-app messenger, an email marketing tool, and an AI-powered chatbot. At the same time, Zendesk looks slightly outdated and can’t offer some features. Pipedrive is limited to third-party customer service integrations and, unlike Zendesk, does not offer customer service software.</p>
</p>
<p>
<p>What&#8217;s really nice about this is that even within a ticket, you can switch between communication modes without changing views. So if an agent needs to switch from chat to phone to email (or vice versa) with a customer, it&#8217;s all on the same ticketing page. There&#8217;s even on-the-spot translation built right in, which is extremely helpful. Simply put, we believe that our Aura AI chatbot is a game-changer when it comes to automating your customer service.</p>
</p>
<p>
<p>At the same time, Fin AI Copilot background support to agents, acting as a personal, real-time AI assistant for dealing with inquiries. That being said, it sometimes lacks the advanced customization and automation offered by other AI-powered chatbots, like Intercom’s. While most of Intercom’s ticketing features come with all plans, it’s most important AI features come at a higher cost, including its automated workflows.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="307px" alt="zendesk to intercom"/></p>
<p>
<p>Their template triggers are fairly limited with only seven options, but they do enable users to create new custom triggers, which can be a game-changer for agents with more complex workflows. Zendesk also packs some pretty potent tools into their platform, so you can empower your agents to do what they do with less repetition. You’ll still be able to get your eyes on basic support metrics, like response times and bot performance, that will help you improve your service quality. However, Intercom’s real strength lies in generating insights into areas like customer journey mapping, product performance, and retention.</p></p>
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			<wfw:commentRss>http://www.cerasimply.com/zendesk-vs-intercom-comparison-2024-which-one-is/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
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		<item>
		<title>Казино Гизбо зеркало</title>
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		<description><![CDATA[Перейти в Kaзино Gizbо Актуальное зеркало казино Гизбо для быстрого доступа В современном цифровом мире пользователи сталкиваются с ситуациями, когда доступ к их любимым онлайн-ресурсам может [&#8230;]]]></description>
				<content:encoded><![CDATA[<p><!--noindex-->
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<h1>Актуальное зеркало казино Гизбо для быстрого доступа</h1>
<p>В современном цифровом мире пользователи сталкиваются с ситуациями, когда доступ к их любимым онлайн-ресурсам может быть ограничен. Для обеспечения непрерывного подключения существуют различные методы, позволяющие обходить эти препятствия. Одним из таких решений являются специальные сайты, которые открывают доступ к заблокированным ресурсам.</p>
<p><strong>Резервные адреса</strong> помогают пользователям легко обходить возникающие ограничения. Они создаются с целью предоставить стабильный доступ к необходимым сервисам, независимо от местных правил или технических сбоев. Благодаря этому, пользователи могут продолжать наслаждаться всеми функциями и возможностями платформы без перерывов.</p>
<p>Использование таких решений стало важной частью обеспечения удобного и бесперебойного доступа к любимым развлечениям. В данной статье рассмотрим, как именно работают эти адреса, их преимущества, а также советы по безопасному и эффективному использованию.</p>
<h2>Рабочие зеркала казино Гизбо для обхода блокировок</h2>
<p>Многие пользователи сталкиваются с проблемой доступа к онлайн-ресурсам, особенно когда официальный сайт временно недоступен. Для обеспечения непрерывного доступа существуют альтернативные способы подключения, которые помогают обойти ограничения и наслаждаться любимыми играми в любое время.</p>
<p>Чтобы найти актуальный вариант обхода ограничений, необходимо использовать проверенные и надежные источники. Они позволяют сохранить безопасность личных данных и продолжать доступ к развлекательным платформам.</p>
<table>
<tr>
Дата обновления<br />
Актуальный URL<br />
Страна<br />
</tr>
<tr>
<td>21.08.2024</td>
<td>example-url1.com</td>
<td>Россия</td>
</tr>
<tr>
<td>20.08.2024</td>
<td>example-url2.com</td>
<td>Украина</td>
</tr>
<tr>
<td>19.08.2024</td>
<td>example-url3.com</td>
<td>Беларусь</td>
</tr>
</table>
<h2>Как найти актуальное зеркало казино Гизбо сегодня</h2>
<p>В условиях постоянных изменений в сети интернет важно знать, как получить доступ к проверенным ресурсам, когда основные адреса становятся недоступны. Для обеспечения бесперебойного доступа необходимо использовать альтернативные пути подключения, которые позволят вам всегда оставаться на связи с интересующими вас онлайн-платформами.</p>
<p>Современные методы поиска актуальных адресов включают использование специализированных сервисов, отслеживающих статус веб-ресурсов, а также поддержку от официальных источников и форумов пользователей. Чтобы упростить процесс, рекомендуется регулярно проверять обновления от надежных источников и обращаться к рекомендациям активных участников сообщества.</p>
<table>
<tr>
Метод поиска<br />
Описание<br />
</tr>
<tr>
<td>Поиск через поисковые системы</td>
<td>Использование актуальных запросов в поисковых системах для нахождения действующих ссылок.</td>
</tr>
<tr>
<td>Посещение официальных страниц</td>
<td>Проверка обновлений на официальных платформах и ресурсах.</td>
</tr>
<tr>
<td>Форумы и сообщества</td>
<td>Обращение за помощью к активным пользователям и участникам тематических сообществ.</td>
</tr>
<tr>
<td>Использование специализированных сервисов</td>
<td>Применение инструментов и сервисов, которые предоставляют актуальную информацию о доступных адресах.</td>
</tr>
</table>
<h2>Безопасность использования зеркал казино Гизбо</h2>
<p>Когда речь заходит о доступе к игровым платформам через альтернативные ресурсы,  <a href="https://uralstroyperm.ru/">Казино Гизбо</a> безопасность пользователей становится первостепенной задачей. Такие способы входа предоставляют возможность обойти блокировки и ограничения, но важно понимать риски, связанные с использованием таких методов. Гарантировать безопасность и защиту личных данных – основная цель при взаимодействии с этими платформами.</p>
<p><strong>Во-первых</strong>, пользователи должны быть внимательны при выборе источников для доступа к подобным ресурсам. Неавторизованные или подозрительные ссылки могут привести к нежелательным последствиям, таким как утечка личной информации или заражение устройства вредоносным ПО. Поэтому важно использовать проверенные и надежные источники.</p>
<p><strong>Во-вторых</strong>, для защиты своих данных и финансов необходимо убедиться в наличии соответствующих мер безопасности на используемых платформах. Это может включать в себя двухфакторную аутентификацию, шифрование данных и другие современные технологии защиты.</p>
<p>И наконец, регулярное обновление программного обеспечения и антивирусных решений поможет избежать многих проблем, связанных с безопасностью. Поддержание актуальности всех защитных систем – важный аспект в обеспечении безопасного доступа к платформам и сервисам.</p>
<h2>Инструкция по доступу к казино Гизбо через зеркало</h2>
<p>Следуйте этим шагам для успешного подключения:</p>
<table border="1">
<tr>
Шаг<br />
Действие<br />
</tr>
<tr>
<td>1</td>
<td>Получите ссылку на резервный ресурс. Обычно такую ссылку можно найти на официальных каналах поддержки или через проверенные источники в интернете.</td>
</tr>
<tr>
<td>2</td>
<td>Откройте веб-браузер и введите полученный URL в адресной строке.</td>
</tr>
<tr>
<td>3</td>
<td>Перейдите на открывшуюся страницу и войдите в свой аккаунт, используя свои учетные данные.</td>
</tr>
<tr>
<td>4</td>
<td>Если система запросит подтверждение или дополнительную проверку, следуйте инструкциям, предоставленным на странице.</td>
</tr>
<tr>
<td>5</td>
<td>После успешного входа вы сможете пользоваться всеми доступными функциями и услугами, как и обычно.</td>
</tr>
</table>
<p>Следуя этим рекомендациям, вы сможете без проблем получить доступ к необходимым ресурсам даже в условиях временных ограничений на основной платформе.</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Everything You Need to Know About Chatbots in Ecommerce</title>
		<link>http://www.cerasimply.com/everything-you-need-to-know-about-chatbots-in/</link>
		<comments>http://www.cerasimply.com/everything-you-need-to-know-about-chatbots-in/#comments</comments>
		<pubDate>Fri, 02 Aug 2024 15:21:53 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=14529</guid>
		<description><![CDATA[Chatbots in e-commerce: The effect of chatbot language style on customers continuance usage intention and attitude toward brand This eCommerce chatbot is also a code-free chatbot, [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>Chatbots in e-commerce: The effect of chatbot language style on customers continuance usage intention and attitude toward brand</h1>
</p>
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" width="305px" alt="chatbot e-commerce"/></p>
<p>
<p>This eCommerce chatbot is also a code-free chatbot, so implementing this chatbot on your website is easy. Engaging multiple users and collecting customer data through conversation is a piece of cake with the Botsify eCommerce chatbot. Online business owners can add multiple choice questions and FAQs inside Chatfuel to answer the customers’ questions as soon as possible. E-commerce site owners will also be able to create build-in integration on Facebook Messenger. This successful eCommerce chatbot increases revenue by 20% – 40% when shoppers engage with it. Noah is the lead editor of Ecommerce Tips and a passionate writer specializing in ecommerce and digital marketing.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="308px" alt="chatbot e-commerce"/></p>
<p>
<p>Manychat is a great bot platform that has  some really unique <a href="https://www.metadialog.com/blog/chatbots-necessity-in-ecommerce/">features and capabilities</a> for marketers &#8211; like chatbot landing pages, popups, analytics, and much more. Manychat is not only my favorite bot platform but is also one of the best eCommerce chatbot tools available (and I don’t say that lightly). We’re going to focus on building chatbots for Facebook Messenger but there are lots of other platforms you can build a chatbot for (like voice for example). Modiface was one of the first companies to launch an AR (augmented reality) chatbot. This chatbot asks a customer to take a video of their face and then matches them to the best makeup products.</p>
</p>
<p>
<h2>AI Technology and Human Intuition</h2>
</p>
<p>
<p>Additionally, AI chatbots can recommend upsells, promotions, or discounts, which boosts customer loyalty and increases the possibility of a transaction conversion. We’ll cover everything you need to know about eCommerce chatbots in this comprehensive guide, from what they are to how to pick a platform and integrate one into your support strategy. Wankun Gong is a postgraduate student in College of Humanities and Law in Beijing University of Chemical Technology, China. His research interests include e-government, e-service and e-commerce, human behavior and management, public and personal behavior analysis, trust and technology-enabled innovation. Considering the third research question (RQ3), we take both consumers&#8217; approach response (reliance on the chatbot) and averting response (resistance to the chatbot) into consideration. Findings indicate that consumers&#8217; trust toward the chatbot is positively related to their reliance on the chatbot and negatively related to consumers&#8217; resistance to the chatbot.</p>
</p>
<p><a href="https://www.metadialog.com/"><br />
<figure><img 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' alt='https://www.metadialog.com/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='406px'/></figure>
<p></a></p>
<p>
<p>The chatbot proved to be a real support <a href="https://www.metadialog.com/blog/chatbots-necessity-in-ecommerce/">to the</a> customer service team, handling 30% of customer inquiries. Pandorabots is an AI chatbot platform that allows users to create, deploy, and manage intelligent conversational agents anywhere. It provides a framework for building interactive chatbots that can engage in natural language conversations with users. AI-based chatbots not only answer the first-level questions of customers, but machine learning with human-in-the-loop technology will also understand user intent. By analyzing the user’s purchase intent, chatbots will recommend relevant products and answer complex questions.</p>
</p>
<p>
<h2>Main Features</h2>
</p>
<p>
<p>Landing pages give you a chance to pitch the benefits of your bot and give consumers a brief overview of how the bot works. Conversations with Bot Burger could be started directly from a Facebook Ad, a Facebook post, or recommendations from friends via a “share” option within the bot. The maximum number of tokens allowed for both input and output for GPT3.5 is 4027. Make sure that messageParams.data.ai_attrs leaves ample space for output tokens.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="302px" alt="chatbot e-commerce"/></p>
<p>
<p>An eCommerce AI chatbot doesn’t know your business like a trained customer service agent. Certain customers can ask very specific questions that a human needs to answer satisfyingly. If a business can see customer interactions with chatbots in real time, they can know when trained personnel should come in for optimal customer experience. Integrating an AI ChatBot with PrestaShop, a popular e-commerce platform, enables businesses to enhance customer interactions and streamline the shopping experience.</p>
</p>
<p>
<h2>Finding the best ecommerce chatbot platform for you</h2>
</p>
<p>
<p>The whole concept is simple enough, but it’s been highly effective for Lego in increasing sales and conversions. If the user fails to complete the process, they’re retargeted within 24 hours with a friendly Facebook message asking if they need more help. Users can click on the set to be transferred straight to their shopping basket on the  Lego site, from where they can quickly buy the set.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="301px" alt="chatbot e-commerce"/></p>
<p>
<p>When companies found that it&#8217;s difficult to fulfill the growing needs of the customers and adapt as per them, they switched to automation. Gosia manages Tidio&#8217;s in-house team of content creators, researchers, and outreachers. She makes sure that all our articles stick to the highest quality standards and reach the right people. Chatbot transactions for ecommerce shops are projected to amount to $112 billion by 2023. Sign up for Shopify&#8217;s free trial to access all of the tools and services you need to start, run, and grow your business.</p>
</p>
<p>
<p>Check out this article to learn more about building effective personalized strategies. This is one of the rule-based ecommerce chatbots with ready-made templates to speed up the setup. It offers a variety of rich features, like reaching customers via texting or using a QR code. Moreover, you can redirect people who click on your ads straight to the Messenger bot and automate replying to FB comments.</p>
</p>
<p>
<p>Weekly conversion in 7.67x with chatbot launch for your eCommerce solution. The chatbot is created by Lidl UK and operates on Facebook Messenger. When the user clicks or taps on your ad, the user will switch to a conversation in the Messenger app and receive a message from your bot. With Click-to-Messenger Ads you can encourage Facebook users to begin a conversation with your bot directly from their Facebook feed. Bots listed within Discover are organized by category with users also able to search for bots by keyword/phrases (similar to how you might search for something in Google).</p>
</p>
<p>
<p>Read more about <a href="https://www.metadialog.com/">https://www.metadialog.com/</a> here.</p></p>
]]></content:encoded>
			<wfw:commentRss>http://www.cerasimply.com/everything-you-need-to-know-about-chatbots-in/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>4 Questions To Design Your Relationship With AI</title>
		<link>http://www.cerasimply.com/4-questions-to-design-your-relationship-with-ai/</link>
		<comments>http://www.cerasimply.com/4-questions-to-design-your-relationship-with-ai/#comments</comments>
		<pubDate>Fri, 26 Jul 2024 07:14:23 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=15270</guid>
		<description><![CDATA[Recommendations for designing conversational companion robots with older adults through foundation models Tamika Curry Smith was on the ground to share our&#160;commitments around&#160;#DEI and #AI. Today, [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>Recommendations for designing conversational companion robots with older adults through foundation models</h1>
</p>
<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width="303px" alt="design chatbot"/></p>
<p>
<p>Tamika Curry Smith was on the ground to share our&nbsp;commitments around&nbsp;#DEI and #AI. Today, companies like Synopsys and Cadence are at the forefront of a new era in chip design, one where AI is helping engineers design integrated circuits at a scale that was previously impossible. Today, powerful new AI systems are helping engineers with this process — and this collaborative approach could be the key to making sure we’re able to develop even more powerful AIs in the future.</p>
</p>
<div style='border: black solid 1px;padding: 10px;'>
<h3>Invisible text that AI chatbots understand and humans can’t? Yep, it’s a thing. &#8211; Ars Technica</h3>
<p>Invisible text that AI chatbots understand and humans can’t? Yep, it’s a thing..</p>
<p>Posted: Mon, 14 Oct 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMivAFBVV95cUxPNmh4MVphY1lKX0VDZVJOQ2FRR2R1Rk96ckgyUlMxRGVSU3NUZ2EydlJObFN6cWtnM3d2Zi1yZ2pmZFVidllLVlR4YjRWaHFmbHEzdkRPWGxkOHZVc241UXBXZ2I4WXo1TVdaal9BdmF6aGQycHNOY0RqQTJZN1dULVpBOW01am9EOTQ4Nk5VcWx1WEduUkZTTUE0cUk0Z2VESW54UVYxSV9HM0szYnNkd0dKVHVPQ1VzcmNEVw?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>
<p>This accelerated and refined design approach speeds up the process and elevates the quality of the final designs. Large language models, which form the basis of chatbots like ChatGPT, are AI models that are trained on large amounts of data to detect patterns and generate new information. In the realm of science, LLMs help researchers sift through massive datasets, providing insights and predictions for complex problems like protein design. In an August preprint, Baker and his colleagues used RFdiffusion to create a set of enzymes known as hydrolases, which use water to break chemical bonds through a multistep process2.</p>
</p>
<p>
<h2>Unlock this article — plus in-depth analysis, newsletters, premium events, and news alerts.</h2>
</p>
<p>
<p>By implementing our AI design framework, using only 86 HDP-mimicking β-amino acid polymers as a model39,40,41,42,43, we successfully simulate predictions of over 105 polymers and indeed identify 83 candidates exhibiting broad-spectrum activity against antibiotic-resistant bacteria. In addition, we synthesize an optimal polymer DM0.8iPen0.2 and find that this polymer demonstrates broad-spectrum and potent antibacterial activity against drug-resistant clinically isolated pathogens, which validates the effectiveness and reliability of our AI design method. Furthermore, our framework is a completely data-driven method and it can be universally transferred to various few-shot polymer design tasks. With constructing proper predictive model and generative model, the usage can be further expanded.</p>
</p>
<p>
<p>Otherwise, the participants might feel the need to “censor yourself all the time” (G3, P2, female). All focus group discussions were transcribed to text and analyzed using a qualitative thematic analysis method (Hsieh and Shannon, 2005). In the first stage of the analysis, all transcriptions were read through by two researchers in order to form a holistic understanding of the data.</p>
</p>
<p>
<ul>
<li>This includes all of the additional benefits you get with Copilot Pro, as well as 100 boosts per day for the Designer AI app.</li>
<li>The statements above are not intended to be, and should not be interpreted as a commitment, promise, or legal obligation, and the development, release, and timing of any features or functionalities described for our products is subject to change and remains at the sole discretion of NVIDIA.</li>
<li>Integrating AI into architectural practices brings a host of transformative benefits that enhance every stage of the design and construction process.</li>
<li>The diversity of chiplet solutions spanning cloud to edge and the pace at which they are being developed is a direct result of reducing barriers to entry by enabling broad, preferential access to the latest CSS.</li>
<li>In recent polymer informatics, BigSMILES is a recently developed structurally-based line notation to reflect the stochastic nature of polymer molecules44.</li>
</ul>
<p>
<p>“Now it’s really possible to start targeting a lot of interesting pathways that previously were not really possible,” she says. Researchers can generate new protein structures on their laptops using tools driven by artificial intelligence (AI), such as RFdiffusion and Chroma, which were trained on hundreds of thousands of structures in the Protein Data Bank (PDB). They can identify a sequence to match that structure using algorithms such as ProteinMPNN. RoseTTAFold and AlphaFold, which calculate structures from a sequence, can predict whether the new protein is likely fold correctly.</p>
</p>
<p>
<h2>Stanford University&#8217;s &#8220;Artificial Intelligence&#8221; course on Coursera</h2>
</p>
<p>
<p>The Chatbot Python adheres to predefined guidelines when it comprehends user questions and provides an answer. We will give you a full project code outlining every step and enabling you to start. This code can be modified to suit your unique requirements and used as the foundation for a chatbot. The right dependencies need to be established before we can create a chatbot. In the March paper, LMSYS’ founders claim that Chatbot Arena’s user-contributed questions are “sufficiently diverse” to benchmark for a range of AI use cases.</p>
</p>
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" width="306px" alt="design chatbot"/></p>
<p>
<p>Our prior work (Irfan et al., 2023) (among others described in Section 2.2) provides a starting point for using a foundation model (e.g., LLM) for a conversational companion robot for older adults. In this manuscript, we randomly selected 80% of collected 86 polymers as the training set Dtrain_ori and the rest of 20% of data were set as the unseen testing set Dtest. We first evaluated the performance of applying descriptor downselection and data augmentation that were two important operations of influencing the input representations. We defined an augmented training data Dtrain_aug, which contained original training data Dtrain_ori along with additional data by tuning all possible polymer sequences of cationic and hydrophobic subunits in all representations.</p>
</p>
<p>
<h2>This TC Student Designed an Award-Winning AI Teaching Tool</h2>
</p>
<p>
<p>With the rapid evolution of AI workloads, tightly coupled CPU compute is essential for supporting the complete AI stack. Data pre-processing, orchestration, database augmentation techniques, such as Retrieval-augmented Generation (RAG), and more all benefit from performance-efficiency of Arm Neoverse CPUs. We’ve baked support for these requirements <a href="https://www.metadialog.com/blog/how-to-design-a-chatbot/">design chatbot</a> into our CSS and through Arm Total Design, the ecosystem is already benefitting from these innovations. While reinforcement learning has gotten us to this point, generative AI — models capable of generating brand-new content (text, images, music, videos, etc.) in response to user prompts — could take chip design to the next level.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="307px" alt="design chatbot"/></p>
<p>
<p>With InfoDrainage’s Machine Learning Deluge Tool, designers can now instantly pinpoint areas on a site with the highest risk of flooding, while also highlighting the best location for storage structures and stormwater controls like ponds and swales. Now that we have integrated user-defined ponds and swales into ML-based flood maps, it is easier for designers to propose and justify the incorporation of natural design elements that support wildlife habitat, capture runoff flow, and naturally treat water quality. Faster and more accurate designs mean built-in resilience, that are sustained over time, and enable compliant drainage solutions that are designed in hours instead of weeks. The company also claims that the AI-assisted chip designs perform better than those designed by human experts and have been improving steadily.</p>
</p>
<p>
<p>Posts about updates to its model leaderboards garner hundreds of views and reshares across Reddit and X, and the official LMSYS X account has over 54,000 followers. Millions of people have visited the organization’s website in the last year alone. In addition, Microsoft will introduce new features for Microsoft Designer AI in Edge in the months to come, so you can look forward to new capabilities in your browser. Notably, the background replacement feature <a href="https://chat.openai.com/">ChatGPT</a> is still in the process of being rolled out to users worldwide, so you might have to wait a little longer to access it. When it was first introduced, the Microsoft Design AI app was born out of PowerPoint, where the Designer already used AI to make template suggestions to help users create presentations. You can frame your photos with decorative borders, remove backgrounds, people, and objects from images, or even add text and logos to existing shots.</p>
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<p>
<p>Contributed to the polymer synthesis,antibacterial mechanism study and the data analysis. For the graph grammar distillation pre-training process, the training epoch, batch size and the learning rate were set as 450, 256 and 10−3 respectively. For the reinforcement learning fine-tuning  process, the training epoch, batch size and the learning rate were set as 450, 30 and 10−9 respectively. Also, we use the negative log likelihood (NLL) loss to train the model and the implementation of the model relies on Pytorch and RDKit package.</p>
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<p>
<p>Empathy in dialogue can be conveyed through appreciation, agreement, and sharing of personal experiences (Lee et al., 2022), which can be achieved in LLMs that are shown to have high emotional awareness (Elyoseph et al., 2023). Prompting the model to be empathetic helps tailor its responses accordingly (e.g., Chen S. et al., 2023; Irfan et al., 2023). In addition, LLMs can be combined with supervised emotion recognition architectures (e.g. (Song et al., 2022)). Fine-tuning on empathetic dialogues between humans can guide the model toward providing appropriate responses (see Sorin et al. (2023) for a review of empathy in LLMs). Multi-modal affect recognition can also be used to dynamically adapt the emotion of the agent’s dialogue responses based on the emotions of users (e.g., Irfan et al., 2020; Hong et al., 2021). One of the most exciting things about Microsoft Designer AI today, is that it’s rolling out into more of the apps and tools teams use daily.</p>
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<p>
<h2>Oslo-based Iris.ai raises €7.64 million to use AI language models to accelerate scientific research processing</h2>
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<p>
<p>The AI achieves this by reducing the total length of wires required to connect chip components – a factor that can lower chip power consumption and potentially improve processing speed. You can foun additiona information about <a href="https://www.tweaksforgeeks.com/the-next-frontier-of-customer-engagement-metadialog-ai-enabled-customer-service/">ai customer service</a> and artificial intelligence and NLP. And Google DeepMind says that AlphaChip has created layouts for general-purpose chips used in Google’s data centres, along with helping the company MediaTek develop a chip used in Samsung mobile phones. By leveraging AI, product designers can use predictive analytics to make personalized iterations of the same product.</p>
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<p>
<p>In addition, the participants were asked, “What kind of conversation(s) would you like to have with the robot in this situation? ” for each scenario except for the final scenario involving interaction with friends, for which they were asked, “How would you like the robot to interact with you and your friends? All questions were followed by “why/how/what” based on the participants’ responses, aimed to initiate the discussions in a semi-structured format, leading to open-ended discussions.</p>
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<p>
<h2>The company says it didn’t vet ‘components’ or ‘example screens’ it added to the tool as closely as it should have.</h2>
</p>
<p>
<p>The image creator is stronger now too, with more advanced generative AI behind the scenes, helping you to build one-of-a-kind images in seconds. With Microsoft Designer AI, there’s no limit to the number of unique visuals you can create. Alongside social media posts, presentations, posters, and everyday graphics, you can also create custom stickers to share on social media and messaging apps. You can also create emojis for tools like Microsoft Teams, clip art, wallpapers, monograms, and avatars. Today, the Microsoft Designer AI app and service are more powerful than ever, thanks to Microsoft’s investments in the Copilot landscape. Whether you’re using the tool on the web or through the new mobile app, you’ll see a new, redesigned homepage enhanced based on feedback Microsoft received from its early adopters.</p>
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<p>
<p>Over the years together, we’ve contributed to key initiatives such as the Open Accelerator Module (OAM) standard and SSD standardization, showcasing our shared commitment to advancing open innovation. We aim for Catalina’s modular design to empower others to customize the rack to meet their specific AI workloads while leveraging both existing and emerging industry standards. We don’t expect this upward trajectory for AI clusters to slow down any time soon. In fact, we expect the amount of compute needed for AI training will grow significantly from where we are today. It may look like the embodiment of the chunky polygons of primitive video games, but its cartoon shape is an exploration of what vehicles, freed from the design constraints of accommodating internal combustion engines, potentially could be.</p>
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<p>
<p>According to the evaluated results, for α-amino acid polymers, the MAE was only 0.51 and 0.79 for MICS.aureus and MICE.coli, which was close to the MAE  of β-amino acid polymers (0.17 and 0.40 for MICS.aureus and MICE.coli, Fig.&nbsp;3b–e). This fact suggested promising prospects for transferring our method to other categories of antibacterial polymers that possess similar structural characteristics to β-amino acid polymers. For polymethacrylates, the MAE reached 1.24 and 1.95 (nearly six times than β-amino acid polymers) for MICS.aureus and MICE.coli, respectively (Fig.&nbsp;3f–i).</p>
</p>
<p>
<p>While models had improved throughout the course of Casp’s history, for many years the GDT of winning programs had hovered around 30–40%. The company first started training its machine learning models on retro video games, showing that the AI could learn to play games like Pong and Space Invaders, eventually reaching an expert level. In 2016, its product AlphaGo made headlines by becoming the first computer program to defeat a top-level professional Go player. Troy, Mich.-based Altair is a global provider of software and cloud solutions in simulation, high- performance computing, data analytics and AI. Its digital simulation software helps predict how products will work in the real world. By handling repetitive tasks and offering data-driven insights, AI allows architects to focus on the more creative and strategic aspects of their work.</p>
</p>
<div style='border: grey solid 1px;padding: 12px;'>
<h3>Meta Launches AI Studio That Lets Anyone Create Custom Chatbots &#8211; AI Business</h3>
<p>Meta Launches AI Studio That Lets Anyone Create Custom Chatbots.</p>
<p>Posted: Thu, 01 Aug 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMilAFBVV95cUxQNXNxcjFwell0cXp6U2E3ZkNFMVF1OVJEdWFGVGZQUGVyMVA1eTYyTS1OSTdtUXo3bGRtZ2dLMWhESWRJU2dMT3E4UGdPSHdKLWRRRHg3ZmY5UUF0VjdaeEVwNk5IbGp6cWcyUGtMOXJtT1lEczI0OEVoWE0yQTVBTFVoTHpIRmJYQW5WWXpVdkdYRjds?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>
<p>These Arm-based chiplets exemplify the diversity, flexibility and global supply chain that only the Arm partnership can deliver. “AI is already performing parts of the design process better than humans,” Bill Dally, chief scientist and senior VP of research at Nvidia, which uses products developed by both Synopsys and Cadence to design chips, told Communications of the ACM. Within a couple of decades, this approach — electronic design automation (EDA) — had become an entire industry of companies that develop software to not only design a chip, but also simulate its performance before actually having a prototype made, which is an expensive, time-consuming process. The creation of MProt-DPO is also helping to advance Argonne’s broader&nbsp;AI for science&nbsp;and&nbsp;autonomous discovery&nbsp;initiatives. The tool’s use of multimodal data is central to the ongoing efforts to develop AuroraGPT, a foundation model designed to aid in autonomous scientific exploration across disciplines.</p>
</p>
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" width="305px" alt="design chatbot"/></p>
<p>
<p>“Armed with this data, we employ a suite of powerful statistical techniques […] to estimate the ranking over models as reliably and sample-efficiently as possible,” they explained. The group’s founding mission was making models (specifically generative <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">ChatGPT App</a> models à la OpenAI’s ChatGPT) more accessible by co-developing and open sourcing them. But shortly after LMSYS’ founding, its researchers, dissatisfied with the state of AI benchmarking, saw value in creating a testing tool of their own.</p></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Top Customer Service Programs for Small Businesses</title>
		<link>http://www.cerasimply.com/top-customer-service-programs-for-small-businesses/</link>
		<comments>http://www.cerasimply.com/top-customer-service-programs-for-small-businesses/#comments</comments>
		<pubDate>Wed, 10 Jul 2024 17:26:57 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=8750</guid>
		<description><![CDATA[How to Get Better Customer Service, and Skip the Rage The New York Times Don’t sell yourself short with a customer service software that makes things [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>How to Get Better Customer Service, and Skip the Rage The New York Times</h1>
</p>
<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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" width="300px" alt="small business customer service solutions"/></p>
<p>
<p>Don’t sell yourself short with a customer service software that makes things harder. Want to take control of your customer experience on WhatsApp—while tracking questions that are coming in through Facebook Messenger? You can use RingCentral’s tightly integrated customer engagement features to get it done. More modern live chat tools also let you do things like route chats, send canned responses, and create custom forms to collect your visitors’ information. Unlike big-box companies and corporations, there’s little room for error when it comes to small business customer service. Every new client who walks through the door could make, or break, your success.</p>
</p>
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<h3>Astound Business Solutions Launches Wi-Fi Pro for Small Businesses, powered by eero &#8211; businesswire.com</h3>
<p>Astound Business Solutions Launches Wi-Fi Pro for Small Businesses, powered by eero.</p>
<p>Posted: Thu, 16 May 2024 12:01:00 GMT [<a href='https://news.google.com/rss/articles/CBMiiwFodHRwczovL3d3dy5idXNpbmVzc3dpcmUuY29tL25ld3MvaG9tZS8yMDI0MDUxNjc5NjcwNi9lbi9Bc3RvdW5kLUJ1c2luZXNzLVNvbHV0aW9ucy1MYXVuY2hlcy1XaS1GaS1Qcm8tZm9yLVNtYWxsLUJ1c2luZXNzZXMtcG93ZXJlZC1ieS1lZXJv0gEA?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>
<p>Business owners who want to minimize these risks may consider external funding. You’ll officially create a corporation, LLC or other business entity by filing forms with your state’s business agency―usually the Secretary of State. As part of this process, you’ll need to choose a registered agent to accept legal documents on behalf of your business. The state will send you a certificate that you can use to apply for licenses, a tax identification number (TIN) and business bank accounts. When structuring your business, it’s essential to consider how each structure impacts the amount of taxes you owe, daily operations and whether your personal assets are at risk. Conducting a SWOT analysis allows you to look at the facts about how your product or idea might perform if taken to market, and it can also help you make decisions about the direction of your idea.</p>
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<p>
<p>Content marketing ideas include videos, customer testimonials, blog posts and demos. Consider content marketing one of the most critical tasks on your daily to-do list. There are many bookkeeping services available that can do all of this for you, and more. These services can be accessed online from any computer or mobile device and often include features such as bank reconciliation and invoicing.</p>
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<p>
<h2>Best for Sales Funnels</h2>
</p>
<p>
<p>Essentially, you want to find any software that lets you manage support tickets, communicate with customers, and track activity in your service operation. ProProfs Help Desk is perfect for startups and small businesses needing a free or low-cost solution for ticket collaboration and internal service management. It serves as a single platform for managing multiple inboxes, such as @support, @billing, or @info. Agents can also use internal notes to collaborate on tickets and to avoid task collisions. Plus, it has a pleasantly simple user interface despite its robust feature inclusions. Salesforce provides a variety of pricing plans based on what part of the business you are using Salesforce for.</p>
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<p>
<p>Besides, customer service representative tasks require certain personality  traits and soft skills – empathy, listening, patience – that people in other positions may lack. Second, you should invest in a customer service tool to help make things less hectic. For example, with Help Scout, you can manage customer conversations in one central place using the shared inbox tool. ProProfs Help Desk is a cloud-based tool that gains traction owing to its maximum availability and collaborative efficiency. Of all budget-friendly small business customer service solutions on the market, this one wins over with its intuitive interface. Among the best customer support software for small businesses, there’s also Groove.</p>
</p>
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" width="309px" alt="small business customer service solutions"/></p>
<p>
<p>If you’re looking for people outside support to play a more active role than a ride-along, then you might want to consider some sort of whole company support. Teams using Help Scout are set up in minutes, twice as productive, and save up to 80% in annual support costs. Lastly, you need to set some sort of metrics (more on that below) to measure performance and set standards for service.</p>
</p>
<p>
<p>Until recently, the majority of industries employing CRMs have been large corporations working in consulting, insurance, real estate and distribution. Now, more industries than ever before are recognizing the value of CRMs and finding ways to integrate these tools into business operations. A report from Stellaxius showed overall CRM usage increased by 18% between 2018 and 2019.</p>
</p>
<p>
<p>After you decide on what metrics you’ll track, set a regular cadence to check in on performance. For example, if you prioritize speed, then you might track first response time. You could also look at time to resolution, which is a measure of how long it takes for an issue to be completely resolved for a customer. They can tell where you are currently and provide some insight into how to get where you want to go. If you’re not measuring performance in any way, that’s an incredibly difficult task.</p>
</p>
<p>
<p>But customers today often want a quicker, easier way to get in touch with a company. It helps centralize all your service-related customer interactions, and, depending on the tool, it can handle support requests from multiple channels like email, live chat, social media, and phone. Jira Service Management provides IT, development, and operations support teams with a single platform for managing service requests, resolving issues, and deploying changes. Its Free plan for three users also includes a self-service portal, service automations, and customizable support queues. In addition, its Premium plan ($125 per user, monthly) offers features for asset discovery, tracking, and management. The platform’s AI-powered chatbot, Einstein Bots, can automate responses to common customer inquiries, freeing agents to handle more complex issues.</p>
</p>
<p>
<p>You can foun additiona information about <a href="https://trans4mind.com/counterpoint/index-internet/how-to-use-ai-to-deliver-better-customer-service.html">ai customer service</a> and artificial intelligence and NLP. Phone support is still a popular communication channel for customers and businesses. It allows for real-time interaction and the handling of complex customer issues. Interactive voice response (IVR) systems can automate some aspects of phone support, including answering basic customer queries and promptly routing callers to relevant agents.</p>
</p>
<p>
<p>Templates to communicate apologies, thanks, and notifications to your customers.</p>
</p>
<p>
<p>All customers are unique, and each one will want to contact your business on the channels they prefer. The best strategy is to build out a multichannel approach so you’re prepared to meet them where they are, rather than forcing them to reach out on a channel they’re less comfortable with. It’s an ongoing process that will continue to grow and evolve with your business.</p>
</p>
<p>
<p>Asking customers questions will help you determine what the issue is as well as offer insight into potential solutions. Being able to reference details that have been shared and ask relevant questions lets customers know that you hear their concerns and are invested in seeking answers. With so many choices available today, customers have no qualms about taking their money elsewhere if they aren’t highly satisfied. If you are interested in improving your customer service response time, read our blog about, 8 ways to improve customer service response time. It provides insights into customer satisfaction levels, preferences, and areas for improvement.</p>
</p>
<p>
<h2>Best for Sales Tracking</h2>
</p>
<p>
<p>Because Salesforce pricing can widely vary based on your business needs, please consult Salesforce’s pricing page for more details. Salesforce supports a wide range  of languages to cater to its diverse user base. Some of the main languages include English, Spanish, French, German, Italian, Dutch, Greek, Romanian, Turkish, Arabic, and Japanese.</p>
</p>
<p>
<p>A customer support tool is a software application or platform designed to assist businesses in managing and improving their customer support operations. To determine the best CRM services for small businesses, Forbes Advisor researched 24 providers in the space and narrowed it down to the 10 top providers. We analyzed these across five primary categories for a total of 35 different metrics. The criteria were then weighted to favor features that matter most to small businesses. The best CRM software had the best overall scores based on our methodology. It automatically tags and scores leads based on distinct activities, such as email interactions and website visits.</p>
</p>
<p>
<ul>
<li>Sometimes in-house and outsourced customer service are presented almost as a binary, as if you have to choose one over the other.</li>
<li>This feature and the platform’s AI-powered automation capabilities enable companies to provide responsive and consistent customer service.</li>
<li>Conversely, 86% of consumers say a good customer experience can turn them from a one-time buyer to a loyal customer.</li>
<li>Their straightforward pricing, robust feature set, and easy-to-use interface all make setting up your first knowledge base a breeze.</li>
<li>Certain devices, such as firewalls, can be sold as full LCO Group Managed Solutions.</li>
</ul>
<p>
<p>One of the best ways to combine streamlining and engagement is through the use of omnichannel customer service. By offering personalized support across multiple channels, you’ll create the most effective experience possible that, in turn, will drive customer loyalty. Implement social media, live chat and mobile apps to establish a presence that allows customers to choose how, when and where they want to interact. Imagine a one-size-fits-all solution for every business… sounds unrealistic, right?</p>
</p>
<p>
<p>What sets LiveAgent apart from all the other tools we’ve mentioned is its gamification approach to customer support. Teams can earn points and rewards for completing tasks, making customer support fun for your team. Best customer service software for large businesses that already use HubSpot. The platform offers the ability to automate phone calls or manage mass text messaging.</p>
</p>
<p>
<ul>
<li>To get the best possible experience please use the latest version of Chrome, Firefox, Safari, or Microsoft Edge to view this website.</li>
<li>Consider how much money is needed, how long it will take before the company can repay it and how risk-tolerant you are.</li>
<li>Features include everything from the free plan plus automation capabilities, collision detection, custom email server, ticket views, and SSL.</li>
<li>Customer tracking software and reporting tools let you measure and analyze customer history, behavior, and customer service metrics.</li>
<li>For analytical AI, respondents most often report seeing cost benefits in service operations—in line with what we found last year—as well as meaningful revenue increases from AI use in marketing and sales.</li>
<li>Customer service software is a set of tools designed to help businesses track, manage, organize, and respond to customer support requests at scale.</li>
</ul>
<p>
<p>Customer service software helps businesses provide excellent support to their customers. It has tools for receiving and tracking tickets, creating self-service resources for customers, and managing conversations via phone, <a href="https://www.metadialog.com/blog/solutions-for-customer-service/">small business customer service solutions</a> email, live chat, chatbot, text, or social media channels. These products will also include data management features for storing and tracking information on their customers, plus performance reporting on service activity.</p>
</p>
<p>
<p>Unlike ServiceNow, Jira’s pricing is very straightforward, and they even offer a free plan that includes up to three agent seats. Service Level Agreements (SLAs) outline the expected support standards for a business’s help desk. Zendesk is one of the pioneers in the helpdesk space, but it’s costlier and more complex to set up than other software in its category. Brands and call centers seeking to unify their CS channels under a single platform should look at Nextiva’s Contact Center solutions. There’s the automatic call logging feature, where Freshdesk automatically generates a support ticket with all the relevant customer details attached once you finish a call using RingCentral. Now, let’s look at a few tools in each of these categories, along with how they can help enhance the customer experience.</p>
</p>
<p>
<h2>Zoho Desk Monthly Pricing Plans*</h2>
</p>
<p>
<p>First, start with this helpful article that covers the basics, and then explore our interactive demo so that you can see Zendesk in action. Zendesk knows how to play well with others, so connecting your existing systems will be a breeze. We also have the Zendesk Marketplace, where you can find additional partners, apps, and integrations. Take advantage of Ticket Preview to think fast about your customers’ problems. Besides, you can always leave a Private Note to your team member so that you can discuss tricky cases together.</p>
</p>
<p>
<p>When you fall short of expectations, a huge part of your customer service strategy needs to be making things right again. Creating a high-quality, sustainable customer service plan is one of the best investments a business can make. Support teams can categorize and prioritize tickets based on the nature of the inquiry or product/service involved, ensuring urgent issues receive prompt attention and preventing escalations.</p>
</p>
<p>
<p>There has been an increase in CRM development that caters to the individual needs of certain industries. Examples include hospitality, banking, construction and healthcare, which are all industries that rarely benefited from CRMs in the past. Small business owners are also beginning to recognize the value that CRMs can give to customers and conversion rates. In the future, even more industries and businesses, regardless of size, are expected to begin using CRMs. In 2019, data from Freshworks Inc. revealed that only 12% of CRM software users had incorporated AI tools, but that 75% were interested in exploring the capabilities offered by AI technologies. Artificial intelligence is hands down one of the most impactful technologies incorporated into the world of consumer data utilization.</p>
</p>
<p>
<p>Hiver is a help desk tool that fits intuitively within Gmail’s User Interface to provide fast and empathetic customer service automation. Hiver lets support teams assign, track, and collaborate on customer queries and support tickets arriving in shared inboxes. TeamSupport is a service platform that specializes in self-service tools. It has a &#8220;Customer Hub&#8221; where customers can create and view the status of their support tickets. They can also search through your company&#8217;s knowledge base and reach out to service agents using the same interface. This centralizes your team&#8217;s service operations and makes it easier for you to communicate updates to customers.</p>
</p>
<p>
<p>You can find these online and at your local Small Business Administration office. The cost of starting a business will vary depending on the size and type of company you want to create. For example, a home-based business will be less expensive to start than a brick-and-mortar store. Additionally, the cost of starting a business will increase if you need to rent or buy commercial space, hire employees or purchase inventory. You could potentially get started for free by dropshipping or selling digital goods.</p>
</p>
<p>
<p>Conversely, 86% of consumers say a good customer experience can turn them from a one-time buyer to a loyal customer. Armed with those insights and learnings, you should be able to get started on — or refine — your own customer service program to start delivering consistently exceptional support. Our solution is designed for growth, whether you&#8217;re a small, medium, or enterprise business.</p>
</p>
<p>
<h2>Best for Social Media Integration</h2>
</p>
<p>
<p>Another important strength would be a desktop and mobile interface allowing quick, intuitive access to basic features. Apptivo has integrations with many other tools to help customers improve their workflow. For example, its integration with Google&#8217;s G Suite and Microsoft&#8217;s Office 365 makes it easy to send invitations to customers or potential clients outside an organization. Yet, we observed customer complaints about Apptivo’s integrations being difficult to implement and work with.</p>
</p>
<p>
<p>Plus, it has robust integrations that serve up even more comprehensive customer data, making sure you have the whole picture. This includes 5 email channels, 1 feedback widget, 5 advanced web forms, and access to 1 social media account. The professional plan starts at $23 (USD) and includes 10 channels, 1 department feedback widget, 10 department web forms, and 1 social media account. This integration allows for seamless data transfer between the two platforms, enabling businesses to track customer interactions and automate workflows more effectively. The entry price point for Zendesk’s primary product, Zendesk Support, starts at $49 for the Suite Team, billed annually. Zendesk also offers other products like Zendesk Chat, Zendesk Talk, and Zendesk Guide, each with its pricing structure.</p>
</p>
<p>
<p>Moreover, your first customers may play a large role in the building of your reputation. They may – and likely will – start a word-of-mouth chain sharing their impression of you and their experience with your product and service. Will this impression be good or bad, totally depends on the way your business interacts with customers. If you outgrow your pricing plan, you can always upgrade to accommodate a larger team, a wider audience, and a greater number of features. Generally, different types of customer service require different communication channels.</p>
</p>
<p>
<p>Your agents can access your customers’ purchase history and previous interactions to provide truly personalized service. Gong is a unique customer service software that leverages AI-backed insights to train your agents to produce more delightful customer interactions. Our seamless turnkey installation services encompass every aspect of setting up your machinery, including completing electrical E-stop connections. <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">Chat GPT</a> From initial planning to final execution, we take care of every detail to provide you with a hassle-free experience. Our expertise in completing electrical E-stop connections guarantees that your machinery meets safety standards and operates smoothly from day one. Trust us for a comprehensive installation solution that simplifies the process and gets you up and running without any delays.</p>
</p>
<p>
<p>Check your CRM&#8217;s integration and partner lists to see your options for integrating your solution with software from third-party vendors. Zoho offers a full-featured CRM package, but its separate Bigin offering is aimed at small businesses. It&#8217;s designed so that anyone can start managing contacts and sales pipelines right away, regardless of their past experience with CRM systems.</p>
</p>
<p>
<p>Working with an outsourcer also means you don’t have to spend time and money on hiring since they already have people in place. Really, it comes down to inclusion and taking the information they bring to the table seriously. Once you commit to doing that, you’ll unlock a whole new world of rich insights and information to help you create a better business. The best thing you can do when deciding on a new initiative is to listen to your customers. And if they’re not telling you verbally, looking at different metrics and data can help signal where you have the most opportunity to grow.</p>
</p>
<p>
<p>This way, when a potential customer searches for specific keywords for your products, the search engine can point them to your site. SEO is a long-term strategy, so don’t expect a ton of traffic from search engines initially—even if you’re using all the right keywords. Before you fund your business, you must get an idea of your startup costs. Here’s how to choose a business checking account—and why separate business accounts are essential.</p>
</p>
<p>
<p>Scroll up a bit to the paragraph where I persuaded you to plan it early – now you see why. Again, customer service should be among the first things you implement in your small business. It may be tiny and not extremely technology-loaded but it should be there. As soon as you present your product to the public, there should be a service to support it. New customer acquisition is expensive, particularly for small businesses. But shoppers who leave a service experience satisfied are more likely to share their positive stories via word-of-mouth referrals, attracting new customers organically.</p>
</p>
<p>
<p>There are many teams that utilize both together to create an ideal situation. Permanent employees are able to get a deep understanding of your products, services, and business. As they continue to build knowledge, they become even more valuable assets to you and your team. Below we cover three common ways small businesses are scaling their support teams and offer some pros and cons for each approach.</p>
</p>
<p>
<h2>MANAGED SERVICES FOR SMALL TO MID-SIZED BUSINESSES</h2>
</p>
<p>
<p>There are solid collaborative tools for post management such as a social content calendar, a review and post-approval flow, and tools to help you properly optimize and time your content. There are also social listening features to help you keep an eye out for mentions of your company <a href="https://chat.openai.com/">https://chat.openai.com/</a> across the web. Most people will recognize the Jira brand name from the project management and issue tracking software often used by development teams. Jira Service Management is a service management platform that helps IT teams better handle incidents and their related requests.</p>
</p>
<p>
<p>The system collects customer data and creates a new lead if the customer does not have an existing profile. Bitrix24 also offers prebuilt and customizable activity reporting features. Support teams can also run the most advanced analytics to track team performance and create workflow automation to optimize internal processes.</p>
</p>
<p>
<p>For example, if you’re a wedding planner, you could partner with a florist, photographer, catering company or venue. This way, you can offer your customers a one-stop shop for all their wedding needs. Another example is an e-commerce store that partners with a fulfillment center. This type of partnership can help you save money on shipping and storage costs, and it can also help you get your products to your customers faster. Creating a website doesn’t take long, either—you can have one done in as little as a weekend. You can make a standard informational website or an e-commerce site where you sell products online.</p>
</p>
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" width="308px" alt="small business customer service solutions"/></p>
<p>
<p>Its basic plan lets you offer customer support via email and social media channels, including Twitter and Facebook. However, if you’re looking to provide support across other channels like phone and chat, you’ll have to opt for its higher-tier paid plans. Live chat software provides real-time interaction through a website or mobile app chat windows. It’s ideal for providing easy answers to quick questions or offering technical assistance. Some live chat software includes AI-powered chatbot functionality to answer basic questions or troubleshoot common issues and direct more complex customer needs to live support agents.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width="307px" alt="small business customer service solutions"/></p>
<p>
<p>Try a 21-day trial, combine these options, and wow your customers in a snap. Salesforce&nbsp;Service Cloud is a cloud-based customer service platform designed for enterprise businesses with complex needs. It offers comprehensive features for managing customer interactions across various channels, including self-service, AI-powered support, and contact center solutions.</p></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Using AI-Mechanized Hyperautomation for Organizational Decision Making</title>
		<link>http://www.cerasimply.com/using-ai-mechanized-hyperautomation-for/</link>
		<comments>http://www.cerasimply.com/using-ai-mechanized-hyperautomation-for/#comments</comments>
		<pubDate>Fri, 07 Jun 2024 10:12:43 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=15179</guid>
		<description><![CDATA[IP Tools: Cognitive Evolution post the Digital Revolution In the mid-1960s, MIT professor Joseph Weizenbaum developed Eliza, an early NLP program that laid the foundation for [&#8230;]]]></description>
				<content:encoded><![CDATA[<h1>IP Tools: Cognitive Evolution post the Digital Revolution</h1>
<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width="303px" alt="cognitive automation tools"/></p>
<p>In the mid-1960s, MIT professor Joseph Weizenbaum developed Eliza, an early NLP program that laid the foundation for today&#8217;s chatbots. Princeton mathematician John Von Neumann conceived the architecture for the stored-program computer &#8212; the idea that a computer&#8217;s program and the data it processes can be kept in the computer&#8217;s memory. Warren McCulloch and Walter Pitts proposed a mathematical model of artificial neurons, laying the foundation for neural networks and other future AI developments. Their work laid the foundation for AI concepts such as general knowledge representation and logical reasoning.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/2022/12/ai-customer-support-2.webp" width="308px" alt="cognitive automation tools"/></p>
<p>Careful research is needed to ensure that advanced AI systems are grounded, aligned with human values, and do not behave in harmful or unpredictable ways, especially as they are deployed to automate consequential real-world systems and tasks. ChatGPT and the underlying GPT3.5 model, released in November 2022, were the first publicly available large language model that displayed the broad set of capabilities and human-like ability to reason that we witnessed in the conversation below. I, for myself, have found that employing the current generation of large language models makes me 10 – 20% more productive in my work as an economist, as I elaborate in a recent paper. At this point, David Autor was still best able to predict the implications of language models for the future, but I would not be surprised if, within a matter of years, a more powerful language model will outperform all humans on such tasks. My objective in incorporating language models into this conversation was threefold.</p>
<h2>Artificial Intelligence vs. Intelligent Automation</h2>
<p>More advanced applications of NLP include LLMs such as ChatGPT and Anthropic&#8217;s Claude. The primary aim of computer vision is to replicate or improve on the human visual system using AI algorithms. Computer vision is used in a wide range of applications, from signature identification to medical image analysis to autonomous vehicles. You can foun additiona information about <a href="https://winbuzzer.com/2024/04/14/how-to-use-metadialog-ai-to-improve-customer-service-xcxwgp/">ai customer service</a> and artificial intelligence and NLP. Machine vision, a term often conflated with computer vision, refers specifically to the use of computer vision to analyze camera and video data in industrial automation contexts, such as production processes in manufacturing.</p>
<ul>
<li>Hyperautomation creates a multifaceted approach, allowing diverse technological tools to work in unison, which organizations can use to maximize efficiency and innovation.</li>
<li>Policymakers have yet to issue comprehensive AI legislation, and existing federal-level regulations focus on specific use cases and risk management, complemented by state initiatives.</li>
<li>To increase the security of remote employee offices and address the labor shortage, more automation and visibility solutions will be implemented.</li>
<li>It can analyze large volumes of data, uncover trends from those analyses and produce actionable insights in no time at all.</li>
<li>While the bots created with Brity RPA take care of simple, repetitive, and unproductive tasks, employees can focus more on core tasks that require creativity.</li>
</ul>
<p>In the case that we are presenting here, we decided to go with the Labeled Property Graph. Using the Labeled Property Graph, we create the knowledge graph for our robot digital twin. As you can see, on the left side, we have the robot in the middle that <a href="https://www.metadialog.com/blog/cognitive-automation-definition/">cognitive automation tools</a> could take values from robot 01, which is a specific robot on the production line, all the way to how many robot serial numbers we have. We can also see the status, the utilization, and also, we can see the vibration and the temperature of its motor.</p>
<p>Identifying DXC as a Leader in the Overall market segment “reflects DXC’s overall ability to meet future client requirements as well as delivering immediate benefits to its IT infrastructure management services clients,” the report states. It’s easy to tell that both tools are beneficial when improving organizational efficiency. However, upon closer examination of company job functions, roles, and departmental requirements, it becomes evident that hyperautomation holds a distinct advantage regarding adaptability and scalability. With the building of more hyperautomated workflows, organizations will witness the emergence of a collaborative human-machine workforce. While RPA has been instrumental in improving operational efficiency, the limitations of task-level automation have prompted organizations to seek more comprehensive solutions. However, if the same bank expands its services to include fraud detection, hyperautomation would become essential.</p>
<h2>Siemens Continues The Shift From Grease To Code With Acquisition Of Altair Engineering</h2>
<p>Machine learning enables bots to remember the best ways of completing tasks, while technology like optical character recognition increases the data formats with which bots can interact. Cognitive automation adds a layer of AI to RPA software to enhance the ability of RPA bots to complete tasks that require more knowledge and reasoning. WorkFusion offers its own comprehensive set of features and capabilities, such as a visual process designer, machine learning algorithms, and a powerful scripting language. All of this helps your company automate tasks across multiple systems and platforms. Another top leading RPA platform is Automation Anywhere, which is a software tool that helps organizations automate repetitive and manual tasks. It offers a comprehensive set of features for desktop, data, and process automation, which enables your business to streamline its operations.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="308px" alt="cognitive automation tools"/></p>
<p>Although AI and ML can be useful instruments for cyber-defense, they can potentially have unintended consequences. Threat actors may also take advantage of them, even if their use can improve cyber defense capabilities and quickly detect threat abnormalities. Governments that are hostile and malicious hackers are already using AI and MI as tools to find and exploit threat detection model weaknesses. Malicious malware will be distributed using artificial intelligence and machine intelligence to automate target selection, inspect compromised environments before launching further assault stages, and prevent detection. Gartner defines robotic process automation (RPA) is a productivity tool that allows a user to configure one or more scripts (which some vendors refer to as “bots”) to activate specific keystrokes in an automated fashion. Another important direction would be to test whether integrating automated CAs as supporting the human therapist produces better results rather than just substituting it.</p>
<p>Advances in 3D modeling have removed the need for physical costly and expensive simulators, as we&#8217;ve seen in the case of NASA, back in the &#8217;70s. We have the technology today to build high fidelity replicas of the real world. How can we create a replica of our real world if the real world is not connected? In order to connect the real world to the internet, and make it digital, the best way of doing that is by installing electronic devices that use powerful networks, and they can extract data that we&#8217;ve never had before. This is the power of the Internet of Things, connecting the real world to the cloud, which is the next technology, cloud computing.</p>
<p>Granite language models are trained on trusted enterprise data spanning internet, academic, code, legal and finance. AI can automate routine, repetitive and often tedious tasks—including digital tasks such as data collection, entering and preprocessing, and physical tasks such as warehouse stock-picking and manufacturing processes. On a regional level, Asia-Pacific is expected to register major demand &nbsp;for RPA/CRPA software bots from the finance and banking industry, followed by the insurance, and telecom &amp; IT services, among others. Australia and Japan are the prominent countries where activities related to process automation is on the rise.</p>
<p>Threat actors can target AI models for theft, reverse engineering or unauthorized manipulation. Attackers might compromise a model’s integrity by tampering with its architecture, weights or parameters; the core components that determine a model’s behavior, accuracy and performance. Developers and users regularly assess the outputs of their generative AI apps, and further tune the model—even as often as once a week—for greater accuracy or relevance. In contrast, the foundation model itself is updated much less frequently, perhaps every year or 18 months. Join over 20,000 AI-focused business leaders and receive our latest AI research and trends delivered weekly. According to BIS Research, Finance &amp; Banking sector is expected to become the biggest revenue generator in the global Cognitive Robotic Process Automation (CRPA) industry.</p>
<h2>WorkFusion: Best for Banking and Financial Services Organizations</h2>
<p>It stuck to its role of emphasizing the potential long-term positives of cognitive automation throughout the conversation and gave what I thought were very thoughtful  responses. Large language models, like ChatGPT and Claude, are&nbsp;artificial intelligence tools that can recognize, summarize, translate, predict, and generate text and other content. They generate this content based on knowledge gained from large datasets containing billions of words.</p>
<p>The earliest types of automation-related applications could only carry out repetitive tasks such as printing and basic calculations. In a bid to save time and minimize human error, such applications were used by businesses and individuals to automate the tasks that, according to organizations, employees didn’t need to waste their energy on. The market for intelligent tools is currently very nascent, with the bulk of vendors providing tools at Level 0 and Level 1 of Cognitive Automation. According to the report, this market is growing from eight hundred million dollars in 2017 to 8.3 billion dollars in 2023. However by 2023, these tools will gain significant capabilities with intelligence and machine learning.</p>
<p>To handle the challenges related to customer service, the healthcare companies need to implement business process outsourcing. Moreover, tasks such as, outsourcing and handling day-to-day transactions are potential factors that will enhance the probability of the implementation of RPA/CRPA software bots in the healthcare industry. For several reasons, xenobots are a great leap forward from standard AI and robotics applications of the past.</p>
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<h3>Why AI and Cognitive Automation are the Next Frontier in Transportation and Logistics &#8211; Supply and Demand Chain Executive</h3>
<p>Why AI and Cognitive Automation are the Next Frontier in Transportation and Logistics.</p>
<p>Posted: Fri, 24 May 2019 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMi6gFBVV95cUxPU00yN3FKVjN5SEQ5aUxIN1lyY0t2NXZGaGluekZaaENNS1hjc1JRdVktMjFtb0JMQnluVXY2SzVUd21WVUVQS01fLVVLc1NmeDdpTDBpVmRIYmRmbWdYT3l2T2RaMlVLNldTcGZmUzlfZzMyeEVlUVRlZUN1OXZtNUM3c2c3LUM3NnpIYXdMNWZLaTAzcklvTkFoMlhFN2paaTZUbDh3dUY5d1pMcl96Vjk2YmRPVVJRQ0ZZNmFTSkx5NW5aSW1qWm1SeThzUEVzdHZheW55SlNHYUd4Q0lxTUpva0NJQm8tT1E?oc=5' rel="nofollow">source</a>]</p>
</div>
<p>With user-friendly tools and resources at their disposal, businesses can rapidly prototype, test, and iterate on automation solutions. Companies can stay ahead of the competition and drive continuous improvement in their operations &#8211; a much-needed increased democratization of automation. We can anticipate deeper integration of hyperautomation with emerging technologies such as blockchain, augmented reality (AR), and virtual reality (VR).</p>
<p>“ignio™ pioneered the concept of cognitive automation—by combining the ability to mimic human thinking and decision making, with the ability to perform complex activities autonomously. It achieved this by integrating AI, machine learning and modern software engineering. Ignio™ continues to gain traction in the market place, with 7 wins for ignio™ in Q1, and aspires to be one of the fastest software products to achieve $100M in revenue,” explained Dr. Harrick Vin, Vice President TCS and Global Head, Digitate. It can automate aspects of grading processes, giving educators more time for other tasks.</p>
<p>Provider of document processing and digital experience management platform. The product modules include storing, protecting, and managing, information, and assets, records and document management, and <a href="https://chat.openai.com/">ChatGPT</a> more. It offers an AI and ML interfaced platform that automatically extracts data from digitized documents including tools such as data flow management, workflow automation and team collaboration.</p>
<ul>
<li>These automations help employees keep their marketing campaign process on track, improve quality assurance, and free them up to focus on more valuable, strategic, and creative aspects of their work.</li>
<li>They are most valuable in noisy markets awash with vendor marketing and analyst opinions, but not all models are created equal.</li>
<li>While most languish in the early stages, the top performers are way ahead and there is often a direct correlation with how much market share a company captures.</li>
<li>The tool offers a wide range of useful features like a visual process designer, robotic operating model, and centralized management and monitoring.</li>
<li>Automating end-to-end business processes that span multiple business functions, units, teams, systems and apps is no small feat.</li>
</ul>
<p>A key milestone occurred in 2012 with the groundbreaking AlexNet, a convolutional neural network that significantly advanced the field of image recognition and popularized the use of GPUs for AI model training. In 2016, Google DeepMind&#8217;s AlphaGo model defeated world Go champion Lee Sedol, showcasing AI&#8217;s ability to master complex strategic games. The previous year saw the founding of research lab OpenAI, which would make important strides in the second half of that decade in reinforcement learning and NLP. In the 1970s, achieving AGI proved elusive, not imminent, due to limitations in computer processing and memory as well as the complexity of the problem. As a result, government and corporate support for AI research waned, leading to a fallow period lasting from 1974 to 1980 known as the first AI winter.</p>
<p>Power Automate, formerly known as Microsoft Flow, is a cloud-based RPA tool developed by Microsoft. Organizations can use the tool to automate workflows and processes by connecting different systems, applications, and services together. On top of this, the software was designed to be user-friendly and accessible. Robotic Process Automation (RPA) involves the use of software robots to automate certain repetitive and manual tasks in a business setting. By enabling companies to automate these routine tasks, employees have more time to focus on more valuable and strategic work. Digital Process automation has become a key imperative for organizations to optimize their business processes and reduce manual intervention in their core processes.</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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6eApxjJ89FtK8Vdavh+JwWOs4ysWnpx9QWXH1CAvSJp2X/ELTtA6KVCEopyqqL4ZW7F6w1Rp2iuu0uqUoJu1S9kmrR3vh2FBesNp3XaF1wfnLaNOEl4U8vkvw/38xOrSpLLlqOWqUvA3LiuI6xNrnuuHrDMuHrCSV3bd1dWhKlGDbztpdTXG6/tcvWG1C64esMy4BJK7tuvpffYsoqnd845JdWWw6w2qsy4Bm7EdeXDX31beQ47DrDaHLsQs3Yi6hzavzik91rdRa3Q+TU9X5jIa483YvMGfu8x0VpUmnkjJO+jbvpd/7HPYvWJtGZ9nmDMzpo1aSilKm5S63fer/kS56j80/SGRdcmZnRgJPn6P8yn/AFIjXqQlbLDLa99d5PZy/wARQ4c5T/qRLPRK9j3TKeeeAje13X9gxVbDczUpuLvd7mbb3TYX6H1Nc/Z+gYrD026kXJuT7Tz46vRFKN1YYBHNF2dmKrWa0XnFV8ZkbnG+Oy7Gp5J+xCu09dUWymVZguT8dq3ySC4xAeiTJjzcrt01G5ROFnqdMdxVVjdkrpx+CCiDVusdOCRY0nvMtueUmrolSn2FjpJkopLcBdhndvuOk58O9X3HQUBQ2XnO46kodx3I5QykVILgRcQiYEHEMpRMCGVkooBgAAAwABDAAA1PItfs8d9Sn+EzLGr5E/B436tP8JlgzyiGU7YUI28JVL2u7RW7f/cqlQlfSMrPddatHpllcNrmyEnRla+V2fXYujh5ydlGTfBJ3PSoqpGMVasrLVKH4aDlZD28ZUnwfmB02nZqz7T2a3Ovcqz164dXmKK2FnPV06zlbRuGgnKfs15mUMh1TwdWKu6c0l1uLsVc2+D8x0/ym1GOGm1dQk1xs7EZ0ZK101firHoUq6VNRbqbrNLdvIp54vMqklHV23Ixs/hrz8oZTsr4ZrWMKijubkuso5t8H5jpMsTapyk4UJSvlTdt9tS9YSo3ZU5Xte2V3txOrB4SrBybp1ldaZU0xck1drz+iz+RL0WNYSo72jLTfoe1KNVtfs8R60Uyw9XNdUq9vLdvvOc57+j28XKGU9WezpWdqFW/U+05/wDpdf5mfom5eNPbhyF1PA1JxUowbTdrnStl4j5mfmOujgqsYJOjVur6qTS3945WSej28voFS9sjvw4lVSi4txkrNdR7bws3voVG92s/9ylbNqttvDzd728LcuoxOf8AYe3kZC/Ax/b0f5lP+pHoVdmVWvBw80+N7iwmya6rUm6UklODb03Zkb2WHt6PuhUlLol+rnvYMfDDqLujacvfiv2vsGQPG9AAACOGb1feRCT1YjTlfpgIAmGAhgxODCSuRQ7mK68fgy8B2FmDMZaSuO5C4XA6MN4z7jqOTCPwn3HWWAKS4pYoAACBgIAGIYAAABQAAAAAADAQwA1vIbxcZbfal7ZkjW8g92L7qXtgd9LAJRSk7vKou1t9rXTtc4cXgY1MRXzUViZ08LGdOE1e83OfDie4jx9oySrV1N1YRrYWNKNSnSqVcs88r+Ku1cDMvtcZ/aOGs8Op4GGGUq9KLlGnKOdN2dNu+5q78h62HxPMPF0aEacKdGtUzVKsnCjSjJrLFW1beui/ueVi8NldBwnVr5a1KUl0TFQcIJ3c05Sa6rbus9DNK+KlJVKdKriViKNbmJzyzg1pUp2zKLtozaOl7VrXoQUaM515Wo1YVJOhNK+a7teLXDtHHataMak5dFmqOtanSqylUhC9nJO1nbXTs3nKpSUsHOMak6NHETr1q3MVIZp1G/g6ds2VX39qKJRlHD1U6dW9bD4qFNKlNtylXlKKdl4N009bAe7tHDwrV8FTqRU6cqs80XrGVqM2rrvSPGnhYvERw1HwcLiclaFlpTo2vWjf+G2W3+s9vaFTmq2CqyjNwp1ZubhCVRxTozinaKb3tHhYR144KWF5qfPVc6o1HTklToVZXqJvqfg7nbxogsLFUoR2hShgKVGMK+DhXSldRtecr2V9WkimpjKkMPWrKEOblSw0qiu1Jc7uyq1nbtaL8NN9Lwdd0q3M0cFSw9Z8zNShNqadotXkk2r2vvKMRSvga2Hp87Xqz6LCDWFq04ShTlxl12vduy4F1nJuliKlXDqUKlTB89COaVFuTraq6Sk1aUtVohUcG10JYelT5ythY1KjnHwNJeFUnLqsuvtOpuU6VWlVqVMW+bcaEJ4OdPEU6v8AC3VasrcbltDEyeFo4eeHqPDrDxo4pqlONWMm7Jx08JRetlfe95Nq4t5NYWpnqYmo45ZZowypqMo3XhpPdF2dvOVzp0MTKPOx/wARjeelh6r30acFak1wvbN3s6J4yrU2fNSjUzZ1QlUjSnFyptpOtGFsy8FvS28nODrz6RSwVFqjaNB1XUp1XGHi2jbTW9rlHBWisdCcqijGrHBtpzeVUa6qOMnd7rNb+w7f+uTpwVSoqVajJunGeGcptVrXVOUXqm+p/hc8+rOlKvj3lxEaWKoJJLDVW4VpPw1ayvrrw13lr5ypBqhetWlXp4mpN0Z4ekuaSy0459XJ5V6wO/8A6jieccMuFlVSzSw0asnXStdpO2VyS6vWUUuUE5U+e5uHR5RxMqdpS5x80r+ErWV7EKeIisRzkeek41amIhhejTjVVacWnGVV+Dl8J6/kcbw0oYWOHrSlTrweIV44epXhUhWWrg49av18Bo7JyrYmrOlWq06HN4eVZKlXqRbcopxm9F4MbO/eW0VPHYBJuDkqii3eUqVZU5q76m4yt6zlnKMsXUr5a0cNLDPCuboVM0ZSgtXC12lbeuKO/YuOn0dRnFyyPm4TyOmqlNNKM8stVo+vgIPOrUsPCi5TwWDU44mWHk2pc2oqk6jlx6i3ZlbEUadOl/hITm5VKeHnUnGpknJyjFaWjpok+Bz4+Lr06lBQqKc8XUqXdOeVU5YdwzZrW3vidFatF1nOq6tNylQqVqCw1SpN1KNrc3UXg5XlX+1wPcwOLVemppOLvKMoPxoTi7Si+5o6Yb13o8nZlV04VZVYSjUqVKlaUVZ5Mz0jfraWW/eevDfHvRpHhcvfiv2vsGQNfy9+K/a+wZAw0BPcMU9zKjznvHZkbll7Ja6W3FYxC4Cb1FcGJXC5G4XBixMLkLjuZsbhsEK4XJipBcjcLjB1YPxn3HYcWCfhPuO0oCllxQyUMBDIoAACGACAYABQAAAAAAAMQwA1vITdi+6l7ZkjXchN2L7qXtgejHFSbSy21cdb9n5+oUsZJb4xXg5r3aW9fmdaYzmqqhXzuSstLbnfTX8r+UtuQrycac2t6jJrvsZ+kpc3h/2mPqVamGpYibpVKNo5l1KVr6p6ams1GkzkkzwaO1p0pUqcs2KVdZsNUhGMJzS8aM02kpR8m/cWw2/eoqXRcQq0oRqU6TjHPKDbV3raKVv4rCSj2Jyyxbe5FfSI636td3Vex51bbkafg4ihVpTlbJCWSSqttK0ZJ5W7taXCe1JxjKc8DiI043U5NU24pPV5VK7XajQ9KNaLll695Zc83adVPDRnRll5yeHiqkLJ5J1IptPtTZ5bxFLprwixOPVXnObUudpSWa175bXa7bFGknVinZvW1/XYOejprvutz6t54uD2s5x5vmpYnE03UhU5uMVG0ZuKm3JpRvlva5Y9s01ONLo1VYpyssO4wU7ZZSzJt5XG0XqmB69OopK8XdEzyKe1aijH/A4mMZ+IrQu5WvaSzeBpxtuOfEY6WIr08M+fwtXw5zgnFTlBQbi1JXTV11FR7lTcclSpJNpL1Nq1vzPPw21alKhR6bRq0k4xjKtPK4Z7fxZXeN+1FktryUedeFrqglmdS0LqHy3DNmt17jUsR106knKzVl3NdS/N+Y6Kd9L/AJmXwjqVKuzIvFYi2LhWnUtOKs4xbWXTRXDYOJq1KeGrSxFWbnip0JRlJODpqnKS0tv0WpOy41U5KKbe5alKxkXraVu4WMq5Ncjnbqva9zjW3crtzMr6JeHGzXWcuXmnG9bD8XPl743Hb06Hb5g6bDt8x5tfExqWkkk7a2d7/wD5xK8x38V4+Tj2j5/n8vl8XPo9bpkO3zEqeLg5LV711dp5bvZeW46L8OH1o/iZ/J49s103/oyXPqvl78V+19gyJruXvxX7X2DImXtIjU8V9xIAjyrMR6tgyrgUx5VwuepkXBC5qPBAx5lwuelzMfkoXMQ+SgY8647nf0aHAOiw4esGOC4XO7okO3zi6JHtA4rhc7Ohx4sTwa4sBYDx33Hec2Gw6hJu99DpIoKWXFLJQAAEAAAAAAFDAQAMAAAAAABiGAGt5CbsX3UvbMka3kJuxfdS9sD2o31JoqVXsl5ifOJK+vmOTSGKf7Kej8WXk8Fnh4WvKFLCVaM8K10HD0pc7iFTySir3as+PYe9z0e3zEKeHpS1VOHfkX5G5UeBh3GGI2Xlmnh6E60ZV34EKtarCc5OF/4U1v3eFbqObA0EsK25RhPGYamlVm8qnVjUk5wnPqc00r9dnwNfOnGStKKkuDSaB04uOVxTjuytLLbhY1qMljbRpQpKFOMnjKFdUac1UjhqXgwu2tFmk93+bvO1KNHHVsRUlRUIVqs51VVTqSg6eVYfJ42+zt2Kx6+L2dGdCVKmo0ruE04wVlKM1JXStfWKIbP2ZGk5zqZKladSVV1FTUbN20jdtpacRo850pUdl4aNRZHGphXJN+Iufi7PuT9RZVxeJ6XKTxeGWE5y7Uq1K3MWWZWy5r79c3A9yUVJNNJp701dMrWEpLVU6d/qR/IDJ4SjBUZUYQjkeLliKdGtPm44nC5XGKTlvto7Pgn1luHqwhjNlpyg1QeJhUqRknSpucJOFHPueVK3m4mpq0YVFacYyXCSUl6w6PDKoZI5FujlWVeQqMVs+UOhqnJq9Wrs+UoN61M0lnbXXfrLNn4qHTtmSdWCts9RlJzXgyyz0b6mbLmIXTyRutE8qul2HNjNmUa0HCUUk2pPKkm2vJ2lGQyOhgMTGo6LdajClSp0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width="302px" alt="cognitive automation tools"/></p>
<p>In working with cognitive automation tools, a major hurdle that many organizations face is  understanding which tool to use when. Cloud-based enterprise information management platform for document management. It allows users to send, receive, and manage legally binding electronic signatures. It offers tools to create and save templates to get documents prepared and signed. It offers integrations with Dropbox, Google, Salesforce, HubSpot, SharePoint, and more.</p>
<p>Companies that have successfully democratized automation realize other substantial benefits as well. Dentsu, a global media and digital marketing communications firm, launched its Citizen Automation Program with a mission to integrate automation into every business process across the company. Virtual assistants and chatbots are also deployed on corporate websites and in mobile applications to provide round-the-clock customer service and answer common questions. In addition, more and more companies are exploring the capabilities of generative AI tools such as ChatGPT for automating tasks such as document drafting and summarization, product design and ideation, and computer programming. In a number of areas, AI can perform tasks more efficiently and accurately than humans. It is especially useful for repetitive, detail-oriented tasks such as analyzing large numbers of legal documents to ensure relevant fields are properly filled in.</p>
<p>Recent case studies, however, reveal instances where AI-powered RPA bots demonstrate the ability to make subjective judgments, use interpretation skills, and handle multiple case exceptions. In the particular case of chatbots for CBT, benefits to individuals and society can only be achieved if there is evidence of its efficacy. However, <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">ChatGPT App</a> recent scoping reviews indicate that the vast majority of embodied computer agents used for clinical psychology are either in development and piloting phases (32) or have only been evaluated for a short time (33). Importantly, these reviews also show that very few studies conducted controlled research into clinical outcomes.</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Hôtel Monville Uses Robots and Other Advanced Technologies to Improve the Guest Experience</title>
		<link>http://www.cerasimply.com/hotel-monville-uses-robots-and-other-advanced/</link>
		<comments>http://www.cerasimply.com/hotel-monville-uses-robots-and-other-advanced/#comments</comments>
		<pubDate>Thu, 08 Feb 2024 08:59:53 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=15193</guid>
		<description><![CDATA[IHG Hotels Partners with Google to Build AI Trip Planner With just a few keystrokes, guests receive a secure RFID keycard to open their door equipped [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>IHG Hotels Partners with Google to Build AI Trip Planner</h1>
</p>
<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width="308px" alt="hotel bot"/></p>
<p>
<p>With just a few keystrokes, guests receive a secure RFID keycard to open their door equipped with dormakaba locks. The electronic access system integrates with the property management system and is secure, easy to use. The technology is a product of dormakaba, a hospitality solution provider that is part of a&nbsp;global security group based in Rümlang, Switzerland. The company’s products include secure Saflok and Ilco electronic door locks and other hotel security systems. Today, hoteliers are becoming increasingly focused on data-driven personalization strategies. They are seeking ways to enhance the quality of the guest experience by understanding guests’ wants, needs, situations and preferences at a granular level and then acting upon that understanding to deliver superior, tailored services.</p>
</p>
<p>
<p>It even formatted the hotel reviews – with a star rating from one to five, followed by a title of the review, then a main body of text containing the review itself. We did not ask it for this format – and it is striking that it is identical to the one used by Tripadvisor. The four-star hotel in Kraków in Poland, the review says, is “excellent”, a “short walk from the main square” and boasts a “first-rate” spa and fitness centre.</p>
</p>
<p>
<p>Before joining CXOCIETY as editor for FutureIoT in July 2019, she was assistant editor of ComputerWorld Hong Kong. Based in Hong Kong, she started with regional IT publications under CMP Asia (now Informa), including Asia Computer Weekly, Intelligent Enterprise Asia and Network Computing Asia and Teledotcom Asia. She had contributed articles to South China Morning Post, TechTarget and PC Market among others. Based on statistics collated from N Bot in the half year it has been deployed in the 211-room hotel, bottled water was the most frequent delivery request between 10 p.m. And 7 a.m., followed by towels, slippers, tooth brushes, shampoos and body cleansers. Most of those deliveries were before midnight with guests saying they appreciated avoiding in-person room service late at night.</p>
</p>
<p>
<p>More recently, he has branched out with the creation of ExpressRez, the premier contact center for the Bed and Breakfast industry, and with the creation of Annette™, The Virtual Hotel Agent™, the first AI-powered voice bot for the hotel industry. The WhatsAppotel Chatbot will offer hotels the ability <a href="https://www.metadialog.com/blog/chatbots-in-the-hotel-business/">hotel bot</a> to engage with guests and respond to their inquiries intelligently and with full automation which is available round the clock. The WhatsApp chatbot can be programmed to communicate in over 50 languages and hence, can connect the hotel with potential guests and visitors in their local language.</p>
</p>
<p>
<h2>Marriott’s Renaissance Hotels debuts AI-powered ‘virtual concierge’</h2>
</p>
<p>
<p>Axiom Hotel&nbsp;near Union Square has been using a room service drone by Savioke seen on Thursday, Oct. 1, 2020, in San Francisco, Calif. More hotels are using these robots during the pandemic to aid the &#8216;touchless&#8217; environment hotels. Axiom Hotel&nbsp;near Union Square has been using a room service drone by Savioke seen waiting for the elevator on Thursday, Oct. 1, 2020, in San Francisco, Calif. Manager Jeremy Kueffner shows Astro, a room service drone, at the library of the Axiom Hotel&nbsp;seen on Thursday, Oct. 1, 2020, in San Francisco, Calif. That the AI text bot can create more personable interactions with the consumer than an anthropomorphized robot suggests that it’s not the visual that creates a human touch, but the content.</p>
</p>
<p>
<p>It’s really giving people new opportunities and different opportunities that would be an important thing, I think, for a lot of people. Plus, I think people also enjoy new challenges and coming up with new things. Of course, when we’re reporting, we’re talking about which areas there are.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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hAQdVIIcqRbu2dtnOlhw5cYX+1k+YUxX3iVDtra48PTLEaVykGQ2DzA+NWLBtMebD7NckJBGwqMat4fWltlcpEkrSseUAcGnm26pMkAIUf0ilnXLrt4katukZ62w3JBQ2pSy4tOCBjp3Eeurg1e9eNS8Llx5NhkupgltSX1ICj2iUKJWgd4IKc+cVz3Cu0vQk0lnaA5lDoSMKUOoGfTiul+A2sZV/LDpkNmJBZlILJc8lTCUhSfJIxkcxyfAVY0EzYJg5UlbTOlY5hC5cFtwvdABB8MUpZt6io7d1T3Xeno1u1C6YpQpiUBKZKFAgoV0O1NTEFOOndXT4HsmZmsFzSaDlvsUwt28gYGR662i0dF8oz1zjen33pyL2TtilKY+U5A6CnsjD0TLgFHU21Szg5Pp3ra3awkHyR7KfQwD3V77381OsYLbJNgmP72p38hO/mFanbbkhIGMdKkPvfzV47H8rpSsgJuQmiCmFNlSRlSAT5xSO+WsM2eTyJCTy9RUvRH8npTfqOPm0PjH70qiVrMh0C8jFni65Cv/AJF2WMnCVnbPnqYaIuybdKKifIGMDO3dUPv6T9/peB0dUfopxsxcGzQyQnJ9FcnxRjXSOaV03DnmNjbbLpzTmvGJiEQ0gHnTyYrRDQzb9aqyEpSvmJ6eNU9pW8OWuUqVnlUkUpuOvHpd3EhDuVjbp0FZltLZx7lfdpHeuh5d/t0dJQV8x8ablXWNOBMfB5etQi1SY71nMyfL+WnYEHesbRdBEl9gFjkXvSeQvHTZhZS154HfAq3+GqU/3KRlAD8P6Vf/ABVGOy1HZG461d/C50r0ZBPcCvPtrA+USLJhQP8AuCy3FOtGPiFK1gDFYVmrysctYkEbGuIiw0XOiLEgLPPk+qsUDJ3FeDqK2BQPQ0hCxVkHCa8yrz1sooQivFZ5TjwoJwMmvFLTkb/+8Upv9+CVH6y+TXFIrHE3VwGcff64Y/OF0Uo4nLT/AHytWb/8uT/9oXRX2hTO+xZp0H6KTdfRnhfMbVwz0qlKNzZYff4NJp8kha0+Rt41DOEchP8Ae60xzbhFoigejsk1NPfbYOwG9SomGPUrTMcALJuW0+VHYmlDD/IyWnF4WM8pKjsfppehyKpOVLCT4VH7o4gPHkP4RwakejKCCEtoB3SOLpm9y3FFi75T05VrcIHX/wA6k+ldLX20XH33KmokMlASW05O/j5VY6cUcBPUEZwfTUxYUlHLgYJGdqqp6YMFk/HE12iWMR058pH0ctL2VBtScjIB3rVDWhY8oZOK8nr7CE+8nYoQTn1VHzBoUhsZaRqqq4n3Fc+8mFGeKlJb5Gh1Gc/21PNBWNrTlnayke+JCAt44wd+6qr086q+ayU/IPaIQvoRjv8ANVyJlNpSE+AxVXI60mYLZUUZ5YCkzt7JYDePk/lVXGrZylKWsHO52zUgekEAgGonfA24Fbdeu9KfNmFlYxRMa8EKGTlqKSSeu9MUsdpkHv6083FRSk47qYJDisEk0wFLc4XNkncQ23nlxSNU1DZyDgivJkjlSSk4NMMp9ayTzeapUfrKI82ClULUzzHkhwkdPlVtmXV64Mhtxw8o6jPWoSy4vm+Uado0xORUhMON0m1XAE23FopyN+7p0p+9z3dWLTcvvTcnlpYdUtpHl48lYIV6jnGPNTdcJKVRiB0I3qJQ7qm2XbmQooBUDt5t6XF6ygVG66H4qcO/7ltN2K4xll1kKeh9sBlJb5+ZsZz3Daq8aTyp61cNh1lbde8L5lovS+096MpdZWs9HE9SMVSzcnClIS7zpSogH110fAakVEOQ7hc6xyn5NRcbFLkhHLlR3zW9l2Ny4Lg6U0S31iOtaFYKRtUPj6omruBgHJWVEA4HjV+BZZ9zxsrK7WIeiwK1LlxUHHOPbUdZ9/uIyQUk99bfeUhahzLJoLnDQIaMwuE9GbH7sH10nMpDqgANz56Ri3PY61ubhlpYcI6emlNLyRdBbonNA8gHxpv1F+5L/wDRKpwT8gU36i/cl/8AolU5ILMd8EyPWb8VyBfin79zRy/vpHs3ryBPcjlXZ+SeXr40X793Zv8ATL+qkTaSpaQPGuV14DpnArpdIbQtTxFuUpxa+c4ONt+6moTJKLmCtRAKtt+u9ORSGGw8od2DTXMlRlOoXy+UCMHJqCI22slukcDorPttylXO2twkKKQkD8LNPLrqYHvdRcwpRA6+FQDTtzmr5GIrR3/Dp0vb85pbPaqKTzbZqM6JrTYp5kjjqrebmNONoWD1SO/zVfPChQOiYY/n/wBY1ySrUkiBEa50lQCRvium+B+pLZP4dWye9KZa7YvZTzfIws4rnnlJiLsIGQfeCpOI3k0gB7wrMRXqkZOc03KvtmTjku0fz5WB9dKY9xhyN2JLLw/IcSo+wHNcFdTy6uylYRzDmK243x56zSnlOc1gTvkDFe8yh30zbodEixWyisUEkb1lQRZekWWK/kmsAnJ6/wDvBrNfSvEAZ9YpTTpb4/ovY/WXyi4nN/8ACVqzf/lyf/tC6Ky4mHPEjVZPffJ3+vXRX2ZTH7BnwH6KQu+OGyw3w801uB/imL/qkU9rk+Ud6hvDyUv+4DTKc9bTF/1SadnJikqIKquI2B+60gNk+NvqdVyt+UfNW+NHUmYlTqcA46+NMtrncj2VEmnh+5IJSUpUCMb7V4+7TZqcY4dVIEPIjBKkEE5xinViaXG+ZRxjaoQbivlC1L2BpTH1UlCCygd/U4qLLGZd0sPsbhTqLdgyfKUAO4mvLpe0SoT7HOPjG1J6+aoT9+lPqIBwR7KDPdPUkjwz1qG+l0KcE9tUx6FkYvbjiiAAsoz6P/mrRRIKxlJzVJ2eWYuopDDbo5kyTlPeMkVd0ZlISkYGwGaop2Fj7Lf0D80LXHuW1LpWcU1XltZbJSk4FOL12s0RBC5rQPpqN3jV1h7NbYuDYPp60hrbhTxI0G6iV1So8wApkS0kkpUdztinN65w5ZV2MhKsnqDTS7IQ28R1wrr66UGBOcxrtVomRGwDk1GbihCF4QQaeLrdGAFAvJSfPUOn32C2tXaS0A+mpEbXZlHlewaFbyoDv3rxp1YdSkg532pjd1lbmDyh9CseFO9p1Ja7itLHaoC15wakZHKHz2k2CXSZOI6gTvUGu8tSZQONgdzU2mtpVzspICgM1Ar2lQcWCCN6dYzLqVEqH31CuHg5q22sOybVcd2HoykI36E99eOoZjPuMwxllKlBJ8QDtVecPVOJvjbPOCVIUBjzVO2XeYqKs7k7VtuGNnLB8SPcHtdZbJKiqI7nwNQKEoJ1SgqPgPXmp4+QYrhHhVfNHl1IFeC8/TWvAusm52t1ajf7W16KVIUkjAO9NrLhCUJVvhI+mljKwCNutLAAQCSlHSsV/JNCnBzHasVODHSnA73L0kre38mmzUn7lSD4NKzTk2oFOfCmzUSgq0ygPwmlCiQXY74JLXXe34rka/KT99JRz/lCvqpNAaW/IR2aSoE4OKUX9Bbu8pKt+V0qOPPT3oK2pnPuEpGEnGD45FcqxBtpnFdLpv8Aot+CdnbCwYiEyGjhaQc0233SkCHGYfQg4UlJzVgzLafegRy5KDUcu0WTNaEXs1DCsDI6VV8wqWNku0fAbjw0OgD2VlqlhLykK22VtTtYYhjQUNODdIxWN5iB5jCR5XcaQ45jcoa3KLJPHgwpcRtpxPMQOtW3w5t7cDSkdgHGVuEDzcxql4cl2MeyWD5O2e6rw4er98aRiPEHJK8Z/nGsVxybYaB/uCoeIv8ASj4hK5jBJyKapCXGySlxSfQafpSCBTPNQTkdK5jTG+6yQRb9camsp5It0eUgHHZOntG8ev8ARU003xptkp1ETUsYwXD5KXkDnbJ8SPwarCQ0oHPhTVIa5ubmOxGNqlSYZS1wyvYAT1G68LAdl1W2+zJbRJjyEPtO7ocQcpVW9PyR6K5m0VxHuuiJZSsl61KwHYxJIRk/KT4GujbRebffrazdrU8Ho76eZJT3eOfCsfjOCTYY7MNWd/8AVMvjIGqVq6ViPkq9FeqUDtXg6KHiKpGJtos9fJvimT/fO1f/ANPXD/aF0VlxTQf752r9/wDl64f7QuivtOmI5DPgP0UpdwaBJTw/00R/JMX/AFSaVyHXe1wnFJtEp/4P9NAbf4pi9P6JFPUWEh0rKkgnG2RVlGbDRaBmrbla4ASAFrJ5s06hxp5OCTnoMU0SwGAUoXjHgaTxZqo5PO4V58TnFe6oPvTpKcc5eyT0603Nx5C3soUcVk7ckrAwN87mlMOc0Bk8uc14i9kshNvpXv3U7kKU3lPUYNMy7ohBASQPRTgzPHYkpKM47yKYm7gnGtBsma7wm08QW32EciZPYlQT0JwCTVg66mTIUVoRnOzKgMkbHpUR1dOh21m13VDbannnmzzYHNhO2AfDf6KmWt7fOuMGOIw5vJByNzWVnJLjfvXTqanApmEdyoPVd1lpkKYXd+RSRlSUqyarqRfTHlkybwpe+xJIHsNXKeGluacVMuHxriwfi1d/pzVK8WNCTLnqBc61yGo8dSUgMJwkIwMHYeNOxNi+8VFqeZCMzRdWJpF1VxCXYs9t0AZUEmpDdC5EjGQs7nJGaiPA7Q1xty3Js59XJgBttKjyq8SR31Z/EmFBZsYUw3yLCSdk4PTvqPIbSEN2upsH2kOcjVUVqe8KLyip0pHmNQSdKakuKzIdJ6YG5qQaljrkulAUoYVnNN1pjM2+YHXUoWAQrygDnHdVpCBa6qqhz+ibGHrcwnkcTl3uC1DPsqQWqREcQkx/i1p3PiD5qir2jXJ98duki44QpwqCRucE7VK7Pp5JeStlTqlknffenXEKPGHX9IKd2WQqWhtTpyrG57zTHqVlAlupA25eb14p+tMBUNKSVkYHTNRvVC57lw5I0dS+1QRsnJFJun5YiW6JZoFmXF1NbZeAUOvdmcjuVsanoGHSr+EVD6qr7hxcJc25ojPAAxV82/VJHh4GrCTuonu5jitlwvqZAsjxe1rY4Wje2vvW18YiOeiq9Hk6hyP4X6asJ45YWM/g1XjxA1AMHG/6a2kIBvdYKQ6aKymlEhO3VKaXsjYHwpsjEnl3/AFOTPcK8Xsey2k5OaHQlCCrfbFbMDwFaXs8hCs93WvRuvCStjSwUkCkN8QDbHwf4pVKmwQnyR7KTXnP3sfz/FKpbvVK8Bs5vxXImpFkXyYMD9tUn2VM+FyAS+sJGQqodqcIXfZiEAKPPuEnB/srp3SGltGcHNAW+6aihxrrd5pTKebfSnDfMEhtkZ6kcwKj4da5diEZdM+3euk00loW/BMZZSpPOpO57u6krkRhWVlsZG9K2OJka5BCjpK0R1qa5nEpStSebJydkjl8MDbbz04WbV2jJbzsPUOnEtkNDldgyuRaVE/KKXB0xvuCPPVPJC4C4UuKYE2Kj4SB0GK1yASjlABB8ameoNFxkW5jUekZrlzssxsvtKLeHmkglKuYd4SoFKthhQ3qGkd4VzA9+cimrXT101OxkL8lWRjvFXVw+Yba0ZCSnO5X1/nf21UEgDJwBmrk4fAnRsHI71/XWJ47P/LP/IKg4i/0o+ISyQkCmeagFRNP0kDwFNExIyTy/RXLqc2KyYTFJSCCMd1MkpITkDwqQSUjfYUyy0jmOU/RV3BslN3TA8CFKUlRGRg+ep3wQ1m7Y76rTk+STCuasNpJ2bcHT0A99QuWlIUcJHsprEhyDMbnNFSVsLS4FJ2Iwe41ZPpxWwOgdrcFLkFxquzj5q9Tv9VILJPF1scC6gj/AAlhC1DPTydyaXo3Qop322xXHJYzC4xncXCrxo9fKPig2lXEvVqiTvfZ5/8A9C6K18Uiv++bq7BVj7+z8fnC6K+yaYHkM16D9FI1Xc+hYrytBaZHZKx96ovlYOP2lBqQsJSxkqONt6ufg3DtF64L6KSixofeVYYPOAACSGG9/wBNJ9TcN4CnHOwjlhahukp6VBixplyxwtrZb84K/ltLTruuf7w64HF9n5QO+1JGWJbqchpQ279qsS56Ids5U66gut9dhUYuNyisfFkFB+SBirqGsbI0ZSocuHuYLv6KOSHHWfJOx9Namp5QTk99eXSW27snAOe6mZbqiryVbVPYHEXKq3m7lMre/HewX19dxWNzuoYy0wvwxUTiquC1lLGTvgU7RdP3y4NuKLDgA25iPqpsta3W6ciY6X1FIJ1tm6o0VFlMFS5NvmKSlCdyUcwNX7Z4QmxI6XU7ltJI8NqqXhLcW9O3CZCvDeW3mi4zkbBwf/NXNYp8fsUSDgJXkj21k8SiEc3o7FdJwqqM+HRsduzQqvOIenx23xCgyn8mq3TpOFKlKRJQHAcZJq4dfOIDhWVpwBnGarFF+gR5ClrVk8wSUiq9W7WB7QSpDZLHDgJQiO0EhPQAUx8TMC3lKgdwRU8sFtnXC3s3NMf4l/PZ43JHiaiHE+EsRHmXilDje3LS2tJIQXNaLLnW7x2lSCRn2U2C3trPyakN1t8pL61Ia5gBkZ7zTXFmJS52UhoJVncZq2bo2xVQ5l3XOy9hWUOEAJHrqZW6zRoreUDyx0prt77CTkAU8sz20pycUhwulMY1buwGcbbUimJZYUt0tJUtOAk+mtypraz5KhnwpDPfURyLABUtIH10prSRZJfZrh3JTojRatN3KZKmnPbxnHkq6gqJ2Ap8QkpQlJ7s1sYuMn7zMQnEhJSrcnc48K8AyAfGuk8OUrqekMrx6xXMuLaxlTXZYzcNH814pJLDhHhVdSdtRpH5X6aspaAhhwZ6pqtZP/GQfzz9daRhBusi5WNEcSUIXvgpAFOrJzimaEMx2vRTvGOcU00gJyPZLK1yvkn01srXJGRilheFeMfJNJrykqtz4H8UqlbSeVNJrucW2QrwQR7acd6pQBdw+KqzhHojTFy1beNU63tgnW22qUWIylKS2taUc61rwPKCQMY7ztTrdYF/4qapWzCUqJb4jjb5ckAFLa1tpDaQ3+CeRAJHdnenuObZpjTXvqNJcdjxWTd5zzi8IkLLZw2kfwQMjlPU70k4N6rtVm0m3etSSGhOv8uS+p2QvlBWlwpOMAndQVv6PCuYYnIRK4BdHw9l2tzbJ/me561WiMh21aztsryQQw8wW8Hvwd++q511ojVekm23NZ2NUeKHMR7jGSlxlSupyU/pAV66vqya/t9zt8uWDHb94n44CQFJSn8E58D0FbrfqeyatiPWe6QHZLbqVodjh5l5spPQhIUDt0zjNU7Kh7XLQyUsBYCCqG4T8VpWh7mzp6/iU7GJW5HKEl4ISeZSkqUCDklWBnZWem1TPX1qjSkx9W2djEGcFhxXOD2bqVYLZAGxGQR1yFCqhucZGm9SanhoX2K4r8QQXFnI959s6HCg/kqUzk9eVaatBu8yX4h02lKzFlxxNjpxgBxKCle3dkN5x66cc37QBugO4VOCA6yiTwwsnr6O7zVc3D8Z0ZBT35X9f9lVAttIJbA+SeU+kdauLh6lR0bDUR0K/wCsa59x+0Nw3T2gqrHTel/MJdJQfNTTLBCSDTzJpom9DXKYN1kH+sUyTEnINM00EjIp7l7p9ApmldCKuqdwTrdwmOWkqyodKZ5IzkHvp8lp5EkZpmlAJQVE92avIH2tZPpx0H7om+6BvH3mvYVPsKVBIBPx0cfkHvHmrqzTGqLHq+0N3+wzm5cR/o4hW6fyVDuIzXzwvLocuDzqACFqI3GcY76kXCvirqHhbqBFxt7q5FveKEToR3Q60DkkA7BQGSKXj3BtPi8Amphlmt4+4qPLCH2cN1UXE5KTxJ1YS8kf48n7HO3+EL81FNmutQ2+8631Dd4kpaWJ11lyWgoHIQt5Shnbrg0V2GCJ7ImtI2A/ROXf3L6P6Jm8WNFcI9LX7TbyZVu+80LkbwklKSw2QDjennRnuwYNwmt2LWtqTEmuK7LJwecjr5xVaaJ4sTpXDLT1gXs21ao7CfPytIxVPcRfelxmlySlcaY2c82MbjoazjqaOeRwI1vddeicGxtcegsvoRKu2k75AUYak8/LzlOO41UmseHca9R3bpYX92ypSkDvUO721TvDDihIe0vFhSZTplQB2Rcz1x0NL5fFidaJUlhcv4mV5ZTgnyvGkQmWkk9AqwFJT1rOW4Wv1TLcYsmLLcYeHItslJFaWWCo7+NSe3LGvbcJ9vbT74QotLSe8nfP0UuhcOdQyEpbDaEJ6HbvrbU1YyWMOcdVzzF8Mkw+oMYGiTaGt7U68x4BQD2i9/RXU7OgLQ1Zmvi0YDQO3jVBab0Pf9PX6JJ7BHZpPlK2ro+3PPrgpQ47kFA2x4VnscqZA8GE6Iovs9TuqR1lZIlreU5GIC8nlxS2y3x5mwxmn1HnSFA+jmOPoxT5rezP3Oc0UslSEuZJBHTatGo9Lot1ji3FoEgqKCfA5O1RZpxNA0ndXuFzhtT6WxVaa91eqIyHHFla8d/fUX0bZJF3e+/VwdKWuf4seJNO2ptPC5uYcTt370/6ajpahCIwpKuQdOYZ9lQgbrXF2vonRTO2a+f0qw1bExkutNNFCcgbGqV4ga6dutymyXlnIUVkbbb5xU0vRW22raqb1JGVdLwuE42vsyo5PIe81LibmsmZHZQmGdxCjJcLCWS4vuwOlNKFe/31S1sqQpR/CpQ/pgQn1hKCEk7EishGRHR34z1wTU/0ehVdmtqUpjPGL8s5B6Us99q5cc21NyWebcAUOOBKCQaALmy8MlxcJwiy1GUkFR61JGIEa4SmVvuYDRCgj+EahMB1XvkHG2asKy5XFcd/BGxNWFDCHVMbTteyqsQqHNp5CNwLpa4M5J7q2tAEDNawO6lCAVAAdRXVGtDBlboFyMm5J6lZvoSIzhx+DVXSzjUWR3KP11aT37Sv+bVZXAYv4z3qOPbTsfVNPNrKfwxhtKR0CUkU7Ru6muGk9ilePJKUgGnSN3U0nGnKLJZWEj9NZ14rdYI6U83oheI+TSa5tKeimO0oKU9t2Y+UfRSus0tQnyhu4SVR2BlanUtlakAb7DPf0p0i4KUz1x8VTfF8SWI7UZ4qbERaWi10S4nsxnmHQ7VZvB1nSE7hPY9P6jYaDsJr34zLxyuJUsqWs843AJcGRnFRziyIs9pm5Q2FJjKWmM0l3rzKHMVDu3wBtTBoFiRc9HP29lKFTIsZ2OiO46GucIWeUKJBwCkpPSuU4kT2h4I6rpmF7Nur4tujNOSdMX+9RorbjUpxhvykgqdjtHm5lBPiFqVn0U2WHhTo203BOpn5L0ltlwOxve0gt+WBgAhJ3HLvjpVR2bVYjtvXS46Knx5uQ65HYlOpjuObAEYaKVknICuYDboOpsOGy/bbUpbqhEaUe1TFJBLHN5SmsjYpSdhg91U7/QK0jxG8eqqR1JIZv3EuZbWSpKHpkpjtOQKQyklOEnP8IoSPUKs7Tktt1LbJjM9ra0crD6FFXbJGcg58BziqHss6RedV6gvFvUQ2ZDhSBkEcrit/HfNXzpSyzk2tN9mIDaC2tKUqJUW3E4JPmyD7M1IMjROwE7lUjmhxcQoe6EhxZR8lSisehW/6auTh8T/cZBHcSv66qS78onyHkoSlC3FLwg5CcnPQdPXVt6ABGjYOfFf11g/KG3LhxH+9Z/GyRRgkdQl8wADYUzTehp3kjcmmqWoBJBNcmg3WTcbkplkDII81NE1IAOB307Tf0Uzyu+raBOg21TVLAKSSKi+pZnvGApQ2cUCEp8R41IrrKbisKdfeCUJ3CT3mqy1Dd13eUVLTytpzy1q8NpTI4OdsE612ZRp8kqOT1JPrpA8SDsfNTo+cEk02SSCRjxH1itpALualtFzZU9c1H75S9/39z+saK1XT905f9O5/WNFbpjPRCe5a7D0DMdVC0/HbBLbMRlSznb9qT+kVI+JtjYvlvcmhHJIA8kpFMPDdpqDp62ypBwHoLJ5j5m0mpS5eW7s0puIhKgkhOVHrWYbDy3ZwuqQlhgDZN1TWjLlNgSJlvU8UrQrv81Krnf1O3FKH3+YKIB3pHrKM5Yb1IdKQ2mRnPKe/01AZtzd99Nulw/KHszSmwh77pIqMjRZdQ8JtUJ0rd21tvhTK1BTiT05a7N0XKsuoLazcoSG1BzcpA6V88eH7dwuktt6I0uS0kAr5Bnu6V1hwS1zCsGbbOcU02okhKxulWAMfRVNVB0TjYpyehficN4xcjqr0nxI5eK0MIHJsNqbnb66hxuJyBKemc1sGo4LsMvKcC9vlDoRUSud7tynu1aeBA32O9RIi+Q2IWOqWdndZ+hUsckxUn4xacnByRW26uQbxYnoeUgjdHfv41Wk7UYkqylz5GRtWqPrBULHO6OUeIqzZSPLblQ+2mN4cDso9e46m0rHRYHSola7JdJc1So85+Kc/LQam1wkouUpUodHdhjpQ0yGW+VA5QT3dajn7LR66Fh1WKuJrh+agF+h6yghwtzxIbB6rThRqGSW9RSeZ9D3xuSFADpVz3daPeZQ5H7TzmquvSpLEhxcdpSASoA9wFSoJWqxmjaQFWmpU6kZdCffOcnqegpobtl5mp5ZV1Wgc3yW9s1MZsdSnlOSCV53wrcZpGUpCvJQlOPAVaNkEjVVzMaNEkjsORm0tB5SwkYyrcn016+sJSR1rN9akkkUiUoqOSaW1o3UKU8vRqVRgrtUlPjVo6Ptku42C5yY6CsQW0yHQBk9nzcpPq29tVnA/bB6au7glc49sufZS0hTM8GM42ei0K2Ps60/DNyJmydAbqNLTGqp5G9SLBMgTuCDtW1pXKrp1p21jpudpXUMu0yWSltteWVno40fkrB6EeimdPyhXWI3tljbIzUFcfkY6KQxO3C3PHLK/5tVncv8AjCj+d+mrLd/aV/zKrK5nGoAR3K/TTzBZIeLqxIO8JoeanGKfopvg7Rkp7gkUtjkg4FeFoBXrTcJwrwnAzWHOqsl/JNLAsLgJSwWoqxjasXiVxXsAns0EHHnpRAt867T49rtrCnpEhfKltPyj6M7Y8asa28NLJDhtq1JIalyFFIdYSTyNHmSCnP4RwTVPjWO0WBxc2rfY9G9/uVlhWFVWKP8AsG6Dquabjc16isYtciMX/eTzrbZSopS3yEKSrPKQeuOtNOmLncrVPemR2kul55pt3GwKinAG+25AHrro6+aU98GQ1CDaWUOLbbaSgBPLgdANu4VDJ2glvOnT0hwRjPIDKkjAS+Blo+bygBnz1xer4sjxCpMjAWg9CupU2FPpmNBOqYLff+E/a+/mIslme35TkUyfi+0655M7delbzdJOp1LU032UZpBUCVbEAZ608aa4eWicn3xd7JBRcnUcwlqaHMrwB843qT2zQi47L0V1bYRgp8kYB/sqTz+c3ONlYCJ9rFcv6ctjdmdL0yKY8a8TH0peZSQpSSshDihjACgAQM10BYJ8SHaC0/8A4UuSn4kJzhSUgAnY+SrzVD5ulXYcxuI5bJ8lhQZTFTGRlLZ8nfHTAxVqaL4WJcahSX0EMMFzkSpW6lHJKlekn6KqsSxWKnDXZvSCixUTi7XqmpfB1jWTvvrSt7tzIfQXkpuKpCSghwNqBwlSSAo9ac7bpS+6Gs8OwamimPKCVrHIQ424nm2UhQ2WnJ6j146U86Yiv2dcWGh1WZNrurXXI5u3ccTj1geyrFuF0TcbRhFujymwyZvvV5HMh5SkJUeUfgq3IyN996w2NYrUY1GaWQaE3CbxTh4VtNymmx3CpmUsZIG5HXrTRMOUk1YeqdGQ5qm7hobmcZmMdszBCudRxjm7Inry78zZ8oEbVW0h9PZ/LSogkEg94JBB8D5qyxopKfW1wuZ12GVGGvyTjfqm2Z09VM8noTTrKWVeymiYSEbeNT6doUVo1sotqazqvDZabcKVoTzJ8Cc1Wk+NJivliWgpUNifE1bsokpJyQfNUS1Ra0TovahJ7dO4IPdWrw6qMdmO2TwaBsq8k99Nb3X1j66c5QU2ezc+VTa/19Y/RWyp/WavQSHqmrp+6cv+nc/rGii6funL/p3P6xorctPohSMxXV8B1KdL2hp15SGkQmcK5sA/Fopgma7mRHRb7a0UpzgrI2PoNTlnRctejLC+ls8jtujuBSjtgto60ghaAamyEZZSVBW/WqSORrBcrfSU0zwzKfuqJ3Gw6h1LZ3JyiVqZBUNsk1XirZI5yHWVKWk+UnlOc+iuw7dp+BZLZ2SmkEqTgpPSqO15aYce9uT47fIkqIUlI2600Z9dFZw0DnsAkKaeGOsL7oS4tSWHeRlSsLQoZBBI2x6q6UtmsdIXopuFzU3FdfSCFNLGArxxVK6S0g3qKCqZF5UNtAlxbgIGB6qaZFyXHfMaCQUIWQOU5zg4/RUCpaJjfqrrCZp4JMpOgXW+kdTO3OJPscSal9qOnnQ7zZJFMUu+rtyXsrJ6gZNV9wyvFxtDCZyW1/4SPjAob8p8KddduNQJSTGfK0yGw4RnoTU3D4gbNIWc445dWRNAdRutkXW0wyT2asjPlZNOTuqBcFdmXEcx/gkVAYL7aEKWoHON6Ts3MMz8hfkpOcd9XnYmkGy5rrur/tlwtrdswpSEuDpzEZFONnfjzUrbU42VDcDIzVSN3h19kpSV4I6is9NX+dG1DHZ7VfZuqKDk9Ko6rDrNL1f4Ri8lLKAfV6q4ZMCGpo9rv6OmKgWpIMILXyNnYnG21OdwvcqM0e0ycZ6VBbzqF15xRHNjmOc1UMpy7ZdG7U0NTBfY6Eq2AG/hUbkrQ2kgFJNOd0nOyFnAJHXFMTyVEKW5hI8TVtTwZd1XS1GY6JK+6o91JyoDbIzmiTMZbHKCV42ymkqStawruzUuzWBQQXPdchPsDdScb+ipvp66rt1wgFBOUlXQ9MkVBreFJwodB1p+tj6lyi8UqAaICSR1OKhPIburGFd7aLsfDrjBpe2QdV21Mx+Izhp9tZacQvl3SCOoHd4VEuKPuXbHpGOi+WK83FVrWAXVuo7Yx1HpzhI5sflAU2+50eulmsq77MUtCXyUw21/vqR1dx3Dwq5+IGvG7Pwnvd/lu47RgRGUqIAU46QkY9Fa3AMQnYQy9wVjuIqGnuZGBccar0rddMPPMTmAWSMtPtg9k4O4gn6jvVM3sgXtoDZRcHpIzvXXWl9TWnWVln2rVznbRjiO0AAVBwjbCs/K2Psqi+LXBHU+kLuLzDQ5cbElXkyGxzKYydg4BuNvDIrohYGkW6rmpu1xaVjad4bR6+T1pyYA5ulN1mBFvbykjAx0pxZUArevCQN06zUJQr5RrFRwDlRTgZzjOMV6o5JNa3FhRzzBI6+UMg+Y+np668a4HVe6O9E9VZ2mLE5pi1M3J1rlnSmzKUtI5g20E8yEpP5RIzTrfDhiU6nKEONduhOfkk4UfWM1EOGdzlN6ff01Pll1yAlxyAXlE80dSipbY8eRStvMoeFO1+vqmIbjIGe0UphIPUFaEcvq8r6DXzBxbV1Vdi7+0uuGmw+C7dgtNHSUcbWC1xdOdvKZMCNMThSnlyObxHI64n/cHtpNdLO7e4CUR2kiUl1DrDqtgCDkZPhUe0/fVsaWaffWkqUZBQnPeqQ4rfzYNWpaLvHf0hbHSwgNlKEEpSM8x26+umKGhEkhe/ZWmcd6hDtt7JxxpSWkntFLbCSDgqPN9CioejFJZjzjECQQVZDYQnxKlKCRjz7ivbrPtUyfITClLQ/FcaW+hzYFhSlo5hjPRYFaVNNXO+W+3NPKUGnVz3h3KQ2klPq51J9lXvObT07m39VPN1F09QLYmLHdcO/LkJB7th0p700Ui3xugBUs+qvX4nNIVEbGzCSXSenNjoKW2CI23boaFDcg/Wa51Uymd+Yr2+XUKNqipZk6fncgAEmWwrbYBaz19pp5tjfOqIxzBJUwYiQroFAYxW6dbuS1MHAKo8ou7eBUfppuu3bRmJZjnlcad7Ro+BIJNNsN0F5O6YbhFug05ftP2pS03GA8ZMPtSclsuJ7RII/CwBjwOaqhsqDK1S+2TJU66p9MgntEr51ZCidyRsKua83ALkwtQwkHM9lIyOiXAORZPpSVe3NV9xHtzrcyPf4rbZRNRyvrOxRIAGDjphQB38R56sTRvqsPeWHUG9vd1WT4rpZKmmEkf3FCpJOTjz00yjtgmnKQ5kZHUimaWpQUebpVHTgrmjd03SzknB2ppmKPL447qcpLicnrTVJcTv1q8gZcXT6rrUkP3rPWc+Svyx4b91R545PXvH11K9ZjDzWfwhkVEl9fWPrrcUDi9rCUWVP3P90pf9O5/WNFF0/dOX/Tuf1jRW+b6oS9V9EOHzUe68J9Lpd+X97I6AQfBtI/RTTcBJ0/LMdTIBzkLA2IqP6H10m0aFsFoDKlKbtzHKpIzjyBWxzU1+vk0NSoyTHz5BV1rNuF116MNyMt7KkNxuheiJw6FLI7ulV9KTBmzXE3AZ5VE4HQ79DUhlJMcFCVYPXY9Kit2guRUPXFSysKCiN+hpGUqRzQ1tkiv+rpsOE5bLc8WWj5OGhgkeHoo4bwoUyY2m4MnK3Op8Nv7aZLc5b7hd0MO8ylubEEZAqxLVaGGEoaiK+Nb8rIpMkd2ejumIaxlNO0SbHdWm5o1MZLT8eagROQYSkjITUbven4kx8JiyFLUgEgk74p3sEhLlsU5JkLK0EJKCe/0UuuMZKWUyEYb237qXRvLDYlQOIGU0l3RnRVm5EWHVRWwrmScEmlUHTilHmebJUepp1AZRNJXyEk7Zp3U8hKQpAA26itA2cBmpXNJXAvIaNE320Nw2ih87HvPWksm6RIdxQplW6VBWT3VleFB7LTCgkqHVJpJZNCXzU1x97RGlKGPjXnDhLae8k0uCnfWEsZqT0SOYItXGw0VrXlpuZERMY3Q+0hwetIqqtRKcgylIDalZJI9NXQ5Z0WuzxbaiUZXYMpQXMbKIHd5qg15tAW4tZSDknurK1DH0VU+CQWIK6vTFlXSsmZsQFVEuTNc+QyQfMKa5Me5ygdl4G2D31bCbA2pOQ0jPjitEuxsstHLSM9fk16KmxQae2qqNu1PNnmUDnvHcKXRoK8jnTtUukWpHMSGhnPhSdy3FCcAFJyB0G29PibTVNuiI2CbEMlpHMMco6561POGui5t/ne+pLa24DCgp0n8LzJpz0BwY1DrQJu82KuJaWlgdqpACn/AOYn1dfOKvy36MXaoqIduiBphtPKBjf1+enYmc7UhMTTctuUHVbrfNXEYajx9m2mw0hI7kjuFVz7o7ict602zSMNZKELSsMg5Ljndn11KNQ3WNp6E9LmLLbLKTzKBxyn+D6a5YuWpJmpdSOambaLmHDHgtnvWTgL9A6mthw/RvdIZMvodD3rHYzWNDchOpVmabnBm4Q7ay+rlt2HJO+UqkqBwnPfgH6avbSOpRcMRZigefCFoc3DmdiD3GqG0Zb/AL2MJjlXOpSitaj+Eo9T7c1Z9shEJQ6gEEAKBHdXTqOmPLBkXPKp936KQ6q4VWm/B2Vp0pgTM57JX7W4fMB31UVws06xzFwbzHcjvt5BHLkK84PhV92G8SENpanBAAHkKVvTxcrJZNSQ1MXSOiSFpIQtAwpB/nV7UUoPqpuOUj0brmPnUPlAA16xH9+KDOMlR6ejf9FS/WvDG86WDktkmXCzzBaB5bafysUx6chqckmQTgI6A+isvjtSMPpHu62sPzC0vD1F2+ua13q7n8v6qRxISYsBuUyAmTEHatqPUEdU+gju81NiEyNRXXtI6SmO081IPN34SDj25Hqp2kP8zaGkJACflH/366b3rozbGuxgq5Vd4GwPfXC6uhbWS8w7krswcyNoa3YaLXcfvdaI0eI/hKGG+ROe8bnJ8+9b9O685rP972W1GNHWrkJBzk/oFQO/zJOp7kiKl5ZzhPKDUqsNimQ4QjKQlLZGxHUmo9XVxUI5Td1HIc43CaVXf7z66slydUpdvuAVZpuRnyHSSkq9C+XHhVn6V08bXqe/SrjNS/IMGO0gIQUoaSVjmAznmOUb4xsaisfRbdxmfepwhx6Q32raMgFKk7hY8N8U7quDLS+1Tcpoulw57U68ylHYoYZ5W1rKVblXlpII6gE1m6iudMHgdQpUecNGqnlgeRPjOzQva4OOrbUvuTk8pPpSE+2nO0NhxlpptY+KThOBkk9+fbUfVIj25DsBtotJirLXZH8HGUlI82wx5qI90gpDS1MNcwGMlRGBVDyy7RSA4FS5uG6YbzTqCVc2U4TsdyfHz1H7olKUPSVtlbfKl5QHUpSfKA/6ufXWbV3txIJ5E+YOqwKaL7qJmFBMgvJbQ0SlRJ25DsUnwBzj10pkTm6JLyALqM++ZNujqtT7YCI8kobCvHJTt5jy59dZ3OA3f7HKszb4YdlMlMZ4jPI6k5Qo/wDWI9Wc1FJnEe36rt7XMymPdot7egKDSyUOoZU4gL37+VKD6TUltT4UEJbXlIQB167YP1mtthFJ2aIiTd36KK4MqGOjdsVTjhebbQl6OWVgYKVHoehT6Qdj6Ka5airOal/EOCbfqt8oAEeeymY2oDADm6XEe1IV/wBqPCoRLc3OFfTWTraXstY+IbBcgqqd1LUGJ3RN8tRCsCmiSs77Cl0haiTlR9tNclfICsnYbmpcLDayQobrF4OSWk7eSk4qLL6n0inW/SzLnLWlXkp2SPCmZajnr3j662lCwsawFKYdbKo7p+6cv+nc/rGitN0Wr75y/KP7e5/WNFb5jfRCdyruXRKrc3oazzJvYNp+9zABIwSeQU2ytb2yG2oQGkSHOYhOO6opZo0256SsyUzSWkwmOVsI2HkDz04RtOobSCmKCob5G1Z0NaPXXVqZxdGwn2UrjXO43Z33w4xyJVtjNKby049ZHmEDC1dKU26I4jAdb5MUsnpaRCOEhXX114ctxlSp5OU3Pa9lB7VZnILBkqaHag5Cs1KdPTX+27R1JGRinNVoDloWsbFSMjbpSjT1r54AR2eVJ/Cx1pwRNBuqx+MNqaR92i+231WxFzcRJS1GUDzEKX5jSrUl+mpYTl4q26UnRb0RJBkdgUqV1JPXz0k94Ozpqgp4lGf4Of01JpomZtQs1iEjnxCInQKMpvUtUkSHEkIB61Jo17ckpbYYJW4rZKUjJJ8Kc4uiHL3ORa4EftFuEdE7DznwHnq5bXpLRfBWwm+S40W4Xtafi3HPKS0fyE+PnrT4dhRxQhsbdAdSsrU10URsd1A7Rw9VaYKNSa7lLhtvZUzCAw++cd4/BTTlN1gli3stNQkMtOlLUC3RzhchZOEZPUjPUnr0pg1BqGfeTI1jqdx5TaSUstpV+2ugZCR+T47bVO/cpaGd11ry78Sr82l9rTNtemQmlp8hD+ClogfwRufSBW6dT0fD1M6Vjbut+agwB2KTNjtpdSaZol3SenmGrrdDMvsoKk3AZwhpRQCGmx3coOD58iojc4iHFqwO852xisnNXydccSpL8aQt2NAQ8zjGUqynylHzkjPtpykRuda8ZVufSa4HjVS6rqzUO3cSV3TB6ZlNSiFuw0TOxax2ZWlO2KYr02nm7NsjONwdqnvvfsowZbaUt9Y8ltIyT5ts076Y4I3/AFM+3Ovba7bAJypKsdor1VBpw+VwyhSqiSKFvpFU3a9Oz73JEG2w3ZEhQ+Q2nJA8fNV1cPPc+2619ld9agTJIUFR4A3QkjvX/Cq6NMaAsWlYwj2O3BhRHluq8paz4k/op/kM23T8N+93iZHjsMILjzz6wkIT45Jq/pqQvIvus1VYlcHLsE32jTSX+VLjCI8dKcoaSnlCQO7A2AqOcTNd6J0LZ3Jd9fbjMBsjGcLeUOgSBvVP8YPdx6PtEdyz8N3FXiUnmSp7HIwlW2Dkg8wG/prkbUeqtW8SLm5fdWXJxxnm51cysJRtjyR4VsMKwCSc55hlaVk63GGsFm6lS/iBxauvFC7uIbbNt07E/e0HdavP4mvNG2Zcqb995EXsYzSeyhs9OyR4keJO9RfTME3a4tRIyAi2t+Ulaj18VK84q33GmoyUMtSUOoQgEvIThK/DFdIw+lbE0Bo0HRY+qqS4lxNynK1pjQuR5b/MrvSRUzsd850FQUEoG25x7Kq5+c1nJBOBjZWKyh35aXQVulLaNkpz4VcNynQqnkBJuFdzN3ZVhPadaUx9YqtLhHlKSk4AB7qp+Pq5CVgFZ83lU4ouUmVlaxypUQQebNekNIsE1kde6t7UWvLcjTkhbYS27LbVGCV+VnnBPTzAE1TsGZEjI50rWFjpk5FIOIE5trTDUyNNAkxJIfUjm8pTYBSoJHeRzZxUKVqliOlBL3MFJ5utcq48jldUMZ9wD9e9dM4Lc1tK8/eJ/RWHIvyPk8+56bVF9Uahbt8CRNeeCQw0pWfDamI6mjuoUUqyT4npUM1Hck6p1DbdERnFKdlkSZWOgjp5tvan6a52YHNaXDoLrbmcBWbwnLz9qRqW5IPbzvKZSRuhGdj66sti4nblO++M+ioXaT73YaitAJQ0hLSAB0SKfmHMJUlQyFJKevjWErXCeQuKkMfcXCc9PXGPL1E7Pkz0HtiIzSG3BzpZSCefA3GV52/Ipl1C/Dm2a7Jsq19la7i5EYdK9kOpU2FK23JL0ZaD53DTVM0Jpx2eq/pjutymI6koWh0gjZXePOonHnpZpDTtssOl5WmG2nXoKo7r6lPOZWtwvdupSiB1K1KPrppjIIYi7738lIjkJNlZ9/msSTPuRntCQiZ2a2AMLV1wrHeOtMLsh5wEId5cdaimndJQLJySIzKxJWTzvOLU4oqGAdyemebapFLglxIWlIUMZwfHv7xUQxhrrBOFxK2JfnBOEyRgdMqGabrtcX3rJeAplLiTCeASrcE8hx9OKxXaWg2mS42nn35QMkj0DO9PNq0vergy+0q3qbbkNraUXiW1JCkkZA6nrT0LTnBaLpLmF7SAuReFt/vDWoEtz0SZFylOuhDSAVK7bmIWUjpnINdO2bRutJsQy3HYVrwnIafcWpzPgrkBANSbQ3BzRXD5yRd1vrmXWU4t+RJdxkqVjmCBjCBt0HXPWnG9altsRhUaMhKEhOBhWwraTuE1uSLaBIgbyR9qq84l2yYjR7UmVJaky7W6zzdkCPinFpQoDPgVBR8yT41UssYGT371ZWrrwXLNcgHgC61yjKs5ytOfoH01Vst9Ax2jgSAjOTWbx2AiWJwGpC5/xOGdqD4+qRSehUBmorqW6iLHMdtRK19wpTfNUxo4VHiuEukZBqDz5kiQ/wC+FrPOr5XfmlYfRuBD5FnkkeWnNInHE5694+ulL3WkLnyh6R9daeFozNXrPWVR3T905f8ATuf1jRRdP3Tl/wBO5/WNFbdvqhSV1Tw/urTWnrZFeXhKYzaU+YBAxVhsT7c1HC04WpXWqi0c0lenLUUHP+CN/wBUVLIzeEgA1hKjFIoJXNfc2WvpeIYYmZSCpI/dEOqJRjl8MV44oSI6lj5LaSoj0U3xmgrBNO8VCS2W1bBQxUQ4/St1IKcl4kp3MLHA6pzjTA7Zw2Mcy/IFOdlSqHDDascxO9IYSkNNpaRggb08x3s4pp3F9I3QtKzklbC1xDL2KwUuPLV2EkBtIPKFfpr1dgNtBcjSRICjkbClzUaK6eZbZKlbmlzFug+TlBxkd9JHHeHQ6Oa78t/yTL60OGqdtHByyR3Za3iJLqQVqScEJ3wNqbZbb2tb2t65zFC3wsc/Mcc2w8lOOpq0omlbA5EQlUHJU2ntOYkZ281bk6RsDcNUFi2oQyvPOCTk1qsN8vnDGHQdnMEoI7sqx07DJKXLmzW99a1Bfixb2VtWyIOyaaR+C2keUr+f413D7mzQrWjuD1wm3wqtk/VySwynk5lx4xQUM8yfPzFXrqnU8KNBtq7RmxIStPlJPMrr/wB41ZK9balewTcncpCUJ5gMBCQAkD0AVQcSeXjCa2DLh0D83XNb/wBK4wqphopA6Xb3KLcPPc93jQc6dzToE4SAppEhDnyz0JwehqaWbgawtwyb1eE4SrPZMYHlDuUpW3pxTevVmoFHK7gtR8QK0q1DeF5Dk1xSVfKSehHeK5q3ymU8j80kJP5rcnjGjjYGxAhWpY9GactLHZWm1sBY2U+fLUfNk5x6qdxbA2lS3SEpA+Ue6qdiaz1TbYrcO23hxhpvOEYBG/pBr1/XOtJCC3I1CspPdyI/VrRU3lSwVrLGJw+Gp/mqWbiOOR2c3Vmu3dphBLD6eyZB7V5wAJGK+e3uweP1x4jXiPpWwTXI1kjFQHIvAkEKwVK/hAnoDt311PdZ9zvlrfs9zuLjsSSnkdSkdmVJ8MpxVazPc+8KLi774n6aK1jwkOfrVc4f5YuHqNxkkikcemjVW1WMiWzYxYdVw2wiIy+hkJDysYCTUxgxpkpLa5gUGkjCWu4AfX666wZ9zrwcZVzt6UUFjoffLv69LWOCvDeKvnRpoq/zhz9Kq0sHl84fY68kcnws0qomeJNGFUnpK0tWi3rkvNp5pXlJT3IT6Kwdvi22za0K5uVRLbgAAGe7FdAvcONFOp7I2ZJQRgjnUNvTSMcItAFZ/wAQgedL66sx/iH4ZaLCGUfKoBhvuVz09cHWmylbhKgdzgUhduLysEuHG3cK6Rc4O8P1KybEk/zpC81j/ec4ejrYBjwEhf61e/5ieGfwpT+TQjkLnRF7i2lBkSXVuun5DYH1+ammfr67SSQJZZSnYIbxgeuumnOBnDKQrtF6fIV4e+Xf1q1L4BcL1HytP4/zl39akv8A8RXDoHoRyj8mpTYBZcjXfUc6ZgvzHV8owMq6Ckh1ImPAS86hT0hkcpA6lPjjpXb+m/cycG7gh2TO0upzlOE4ku7/APip8HuT+BSPK/uMGR4SXc/1qy+LeX/hWtcBURykj3NVvh9bNh4LYeq4Rstxut6U1KchvxoKVAOKSE8yh+SD1P0DvqwYdk0wjXjmotNdsiK1aI0M9ucuBxS3VO5PTpy9Nt9q7Aie504Qw0htrSyuTuHvhzb2qqg+Kmm7BpHiPc7JYLaYENDcZaUhZc7RZbSSo5O2M4pGF+UvAOJoZsOwuF4kyl13AbAgEaa9QrvDsSqa2vYJDZo6LXAHkhRTg4z66e2SkIClDvphti0jBz6M09Ic5kgHxrOzgB+ULewbBK3uVUOTj+JV9RpvvE5y2aauUyOntixbJDpR6Gjkbb91KJTvLDfUD5IZWCfORtTbqS4xbfYp8iS0RiK4F+jlI+qmQ25FwplwNlpGudX2kJFvtSLkZT2I0B6MFPdqtRUWwQMEZOckZHjV22yO4qxx06jttubupQFyG4rfkNE/vefwiO8jbwrnG48XLzY78bha7NHkoiKVHS451Q3yg59JG1KLJxQmXGKzOmXvkRIWC4UHLqnir9qQFfgpTgVpKXD2Ttzlo8F52kN3XREO4WiArnjQ4rbnerHle2mLUvEAw45ntzEx4wUQFuYTzD1VXM/Wduh299cdSZDi0q7GIhQC+1JJClkd2d/XVJXePxQ1TKXLu8mCy3+C0h0rx9FTI6anp3elYJqStsPRVrah48wYxXHEkukE4IOQfRmq2vXGa5z1qagwlZPQ7GmCVoS6xIMi6XSW06iMjteRHU4IpiWltDYS18kZx7TUiSqpqYfZi5Ky+LY7NTjJbdPsvW91kNkTuZ1Z37LZCQfHPU9OlR+53+5zh8a8lCB0QnGRSaQ8SQk+ikS1Jyd+6qd//EOEko16e5ZCepdVPDnlanFqWFKXgnPXFN8hSgetK3VJwd6QvqTjrU2FotayStLi1FJJO9IH1qCVKB3GMe0UoeUCcA0jdI5HB5h9dToR6TfilMBzKsLghKp8lRG5eWT/AN40VnPQr39I2/fV/WaK1zTopNiuhtErxpi1jH+Rt/1RUojOHAyaiGjXFJ0zbDttGQn1coqSsOKVscbVy7Em5Z3/ABuk3sE/RnjgeVTrGe6eV4VHGFqBAp3jK2Bz56oZhZIc66kMd0dxp0jOn+FUcjO77U6xniAMneqeeMleKRxnTt5VPFv5n5DTKfKK1hIHrqMx3k4B39tTLh9EduV/bWhGWo/ln042qnrWcuJzyNhdMSEBpKuNhIQ2Ej8HCfYBWRWAcYrxXkLIA3AANYnJOSK5xI0l5d3+8KqcQTcLbRWHOrwo51eFIsk6LOisOdXhRzq8K8sjRZ1ipPN315zq8KOdXhRZGiyAwMV7WHOrwo7Q+Fe2JQs6Kw5z4V5znwFe5D/dl6goIyc1631NeFZIxtXiVctGQ/3ZCzUnmOc152Z8aO0PhR2h8K8yleL1KeU5zXjnUUdofCvCrPUUZSvVNtItBFrStW/aLUfZT9TLpX9yGR+Woe2nfnPhWbqgeeXKS29gs65D90EtSeLVwKQTlqMjbx7FJrrpKubO1cn+6aaaZ4ntdnzIMi2tOO8u3OoFQBPqQBXSPJHKIcbew7ujcB4tVtgxtVDT+9FF4ElISBjBxTkJnk4STnrUagvAJGD3UtEkjpXbpIm5iuhsmyaJxm3Eptj6ASVOKS2APFSgM/Tn1VjqGOm42Gey+vyXmw36AohP+9TRLEt1grhKb7ZtXOhK8lJI8QN8b0mhavavFnkRZMUw7i3IYadYWoFKkqeGFtq6KBA+TsR3imuSdwpkcgeE16g0hMc98C3y1KYlI5sHr4foqstL6U4h2O+qcbmdg0gqAdUArkQf4IPf56vFVzZmyShlIU2y3yKUndsrzukHvI76RyGWXyQpG/j3ipcFdPE3K1RpmkFR2A0yyk8oUVrJLjit1qOdzmneOrtWyUita7cEuHk5seel9thKSQCNq8dK6Q3emknfje/mFwFp8l9tbRz3lQwPpIPqqlHVkhQBxhSgR4HJyK6OiWdyVLje9xhaHkr36YAJx9Fc/a0tC9O6tvthIV/gk+QttR/DaW4paFD/AKqwPVUmO0kRAOoN1m+IYC5rJSNAmR5YKgKSrPKonzVm64djtSR59e+wp5jSXLLNab3Wt5YwdqQvLGBtW5bqlEg4pG+sg422qdCw3T7RYrW6cKz6aQyVnlVjbp9YpU4skEnFIXVFQVnux9YqbG0khLabOuq8mqV79kb/AL6v6zRXk3/6x/f99X9ZorTt2Cd5oT1buLOpbVEZgxhEU0w2EI5myTt470sRxw1g38lEHf8A5r+2q7opT8No3uLnRjVSi0FWUjjzrNI+TB/0P9tKEe6F1sjGEwdu4snH11VtFNnCKA7xBJ5bVbKfdH69R8hFtH+b5/TW1PumOIKBjNu/Nv8A1VUNFJOC4a4awhHLCuRHup+JKAEpFrwNt4v/AKqftO+7Y4u6WQ6m2x7CVu/KW5DKj7eaufaKjScM4PKLPpmEfBINPGdwum/hBOOhJJa07k9T97z+tR8IJx0/itOfN5/WrmSiow4N4fH7nH8oSeyQ+yum/hBOOn8Vpz5vP61HwgnHT+K0783n9auZKKDwbw+f3OP5QjskPsrpv4QTjp/Fad+bz+tR8IJx0/itO/N5/WrmSivPM3h/+Dj+UI7JD7K6b+EE46fxWnfm8/rUfCCcdP4rTvzef1q5koo8zeH/AODj+UI7JD7K6b+EF46fxOnfm8/rVpk+7847vZU1JsTCu5KLYkj2lRrmqilDg7ABtRx/KEdlh9ldG/s9vdA/ynZfmtuj9nt7oH+U7L81t1zlRSxwlgI/c4/lC97LD7K6N/Z7e6B/lOy/NbdH7Pb3QP8AKdl+a265yoo80sBP7nH8oR2WH2V0b+z290D/ACnZfmxuj9nt7oH+U7L82N1zlRSfNDAP4OP5QjssPsro39nt7oH+U7L82N0fs9vdA/ynZfmxuucqKPNDAP4OP5QjssPsrp6H90Q90hDaSwze7KhCeg+9TdbvhHPdMfy1Y/mpquW6KbdwVw443NDF8oXvIYOi6jP3Rz3S/fe7J6rW2PqqLan92NxW1rdG7zqNNokzUM9gHRH5Byg5GwONsn2mqFoqVScLYHQS86lpGMd3tFinYgIXZmaFXYn3Vev0DCLdZhjr8Sof71H7K/iF/J9o/wBEv9aqToqeMLovwwpHapr3zK70e6y4hoSQLdZCD15mVn/frUfdSa2cyH7VZ3EuFJWjs3EpOCSAQHBkDz1StFeHC6L8MJba2dmzleSfdYa5YZEWJZ7FHZTsG22HAkf+OtP7KziCSSIFnHoaX+vVJ0UDCqIf9sINbO43Lldw91fxBAx97rMfOWnP162o91zxGbOU26yD0MOfr1RlFe/sui/DC87ZP7S6Bhe7P4nQnO1at1iyBjdhw+v5dRHV/ugda6xvCr5JZtsWSthDDvYs4StKBgbKUcHHh1qrKKUzDqOMktjFykyVMkzckhuFMzxS1OrYyWP9CmsF8TNSKG8lj1MiofRXooacG+QKJymhSpXEXUJOe3ZP/ZAfprWrX1/Ucl9rf/m/7ajNFOCkgGzAveWFI164vqk4LzYHmSK1/wB2d53+OQc7boFMFFApoQbhoRkanFU6S4ouKdjEqOTlKc5Pqopuop3lx+yjltRRRRSktFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIRRRRQhFFFFCEUUUUIX/9k=" width="309px" alt="hotel bot"/></p>
<p>
<p>Hoteliers who act now, leveraging AI to streamline operations and enhance guest interactions, will be well-positioned to lead the industry. With John Smallwood&#8217;s vision and Travel Outlook&#8217;s Annette, guest-led conversational AI is no longer just a trend; it is the future of hotel management. In the current beta version of the plug-in, ChatGPT will recommend and save three to five different hotel options per search. In the future, Murthy says the aim will be to have the tool consistently offer five recommendations for each search as the technology becomes more accurate.</p>
</p>
<p>
<h2>Disney’s streaming business turned a profit for the first time</h2>
</p>
<p>
<p>This includes a new logo and user interface with bolder fonts and refreshed colors and illustrations. Along these are many significant updates to the app’s features, giving users better ways to connect with others. The rooms have also replaced keycard slots with scanners.</p>
</p>
<p>
<p>Since its founding in 1968, Belluna Co., Ltd. has expanded from the core mail order sales business to a wide range of services. Its corporate philosophy is to &#8220;enrich customers&#8217; lives through food, clothing, lifestyle and recreational goods and services.&#8221;&nbsp;Granbell Hotel is a subsidiary of Belluna Co., Ltd. and offers trendy hotels uniquely designed for the local environment. Some of the problems stem from creative ideas that didn&#8217;t pan out, like a robot velociraptor that staffed the check-in desk. The robot will ‘bridge the gap between guest needs and the response time that they expect‘, said lijuan chen of alibaba AI labs, the group that made the space egg, in a press statement. Alfred was introduced as a way for guests to limit interactions during the pandemic.</p>
</p>
<p>
<p>It’s the law that says you can’t access the computer system without permission, and if you do&#8230; The history of the CFAA is not cut and dry, and certainly, it does not always get applied well. One of the other interesting parts of the comparison to Google is where the results come from. Right now, I think a lot of people are reevaluating the deal Google gets, which is to index all the websites and then show the results, and then AI has made it so that Google might read the results for you.</p>
</p>
<p>
<p>Now the hotel group is roll out these service delivery robots to five other properties. As it pursues its digital innovation strategy, Hilton has remained dedicated to creating exceptional online experiences for guests. To meet their ever-evolving and diverse demands, Hilton has been exploring different channels and platforms that can provide guests with a flawless online experience.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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14I4E0QISOCYinRBIIgcTVy9EVsGsdox2mmFMc8DvzijECcwfSvBHmIxinSpCvcFtTEn1xSbQSMc8etG2iffBj0pAlIJGRjt2p0gA0o7dvXmvbMcfhRQnsTmYzSKCe3IpkmRtA9kHmTMCnjI47fWvADiCTTikQe3kKbpQEwRyMD6V4JSAPzogTumR9BSnGDU+BAGwRP0pCnOcfKKMAAczFLtBTyc0RQIlMgZFOhM5TnB+VFLagAQDjz7UmwDg9+1SgoZtnGR3+FKUjAJicxT9hIgBWK8BwAmMwKFehEDhUGcY7cV7bu92TxRSnkjANIQngGe4oMDGDKoHzxTtq+yTTgBEz2yBTNqvJVCiPY5+bdbKwVfEQe1WmnPBxKmnSRHymio8J1lSHEj3RjzqMq2Wy6l1ke7wRNcC/MVS5Okl5btcEzUbBa2ULT74HCx5eVVJRBEA4yD61ctvNlIU57pOI7T2qKu1VcOKWwkAASRPemwycF0yJlipO0AthtO3IMyIFOMkmVEyfiKctASRCTI5g80kbTJETzWmO+6KH6MahHYgcc0VLYPAx+PwpdoyD5ino3AzAq2xdkxiUbiADRfDAUfekHkiiIbCwFAkGcineFPIPFTkgxKTyOB3p4TkCOck05KYHODRENgnaOwwYpvmDtQ0JjIPPAHlTkt5AiMQKOlmAEmnllQIycd6kfQLXdDEI7xjtnijFG7IE0oaIGOOKI23iRJzQsNNgwiBkfOKO0JAAxTvDGDzBoiW8SJPlR5FoIhCSiSDnPpTLq8TapQNpWSYiYgDv8Al9RR0NyQkmazuqXP2rV30oWCm1SGp/vH3lfmkfKuD49r5eHaJ5MbqTaS+f8A5Z1/CNGtbqVjkvd5f8+Zobd9m6MsqwASR3Ge4o63EMMOPunDSFLV8AJ/dWUF0WiFIUULSJHak1Dq5SdLuLFbW5x9tTSFjBG4EGflNcDR+2EMuNx1SqSTprh/tf0+R19T7Nzx5FLTu0+z5X7/ANznnV+t2Ok9Japquu6f/WbF5ctMuW5cKA64Vb8kcZBJ84qT7H7uz1PQ13tp061o6PGU0lCIJeCENjepW0SSVH6UDrG96r0jpm0T0ppKtQu7y6cLn+jF7wkBO3dA+6ZIEn1rS+zv+0T3TjFx1aD/AFoouF5O1A2AuK2iEYHupT65zXg55Ord8nroQcVSTS/I0C0bYJEzxFDdSYlEQexOKllMfdnjFBcRMbYGeKRyLKGW9w+wvfbqKVdx5/LvVxY3rd4gJUClwcjkHHnVMEA88jtQdS1lzQNKutTQhLjjaQW0rMJ3c+93iAeM13fAvG83hueMXP8A229091Xw9H8jkeLeGY9biclH31x/k1BSTMCJ707YCSSKzXSnUd3qGk21/eq8U3AUswACPePEY7cVp2HWH297K0qTOI5nyNfTvC/HNH4r7uGVS9Hz8/j+B4XXeF6nQK8q29Vx/PmNS3EQRnFIEbokT6UfaBmeBXowP3+ddxM5vAApxAmSe1IEQTH6vNHKAo5EelMUk7jvPBwfPNMlsI9gW1MGD/lToCVAny4ohTIkDJpNg95R+tMlZG64B7RiCJ+teCeyeTgDvRgjI7D1rwTkhSYzUAAAxEY5HlSbQSVTHwNSShIO2OKbtngcz3or4E4I4RuOcGn+HgAHFFDYAO3E+teCAJGIGeMxU5AnWzAgGB3pyEkkCYIOB50QI7k+tKAMnaRGPnRJwxq0J2mO/HpTdhKR5857URQBEjvjHNe2jvzzjtQSI3uC2xA+QzXtg86KEqIk5x2pUp9SJ5qUDd8AdoI8z5zXvDPY/jR1I7xjzjikg+aaXdcE6knuYFlwJgGcVMaWB95BiIxUFLez7351PabhBUgknynH881wnFUdCMn3GXLSTtWlQKFVNTaJU0Li3WSRG7zio5aSqMkHBFFaDlquAue5BFSm47MeMknugFy3BEmR+NBCJAIGf31aPPNFKgpuCsSIHNQlJG9SkAicbTV2JtrcqyVfIJLZ3TJogSQSDBJzinJSOJkcRREo55jzrQuSvsIBtIhQEeQosCAZzSAcSkc/SjbUxI+AzRSImDSkHjM5FEbB3kpPwpUiRBTPlRUIA8qYTnYK2kpUFGjhrMpUM8UxG05IzEVJbTCh3P5UlPkexgQI2kc9vWlQg75JxUoNqjA+lO+yKXBSjMZpbrkdK1sR1JG7yiiIGO0U/wAFSCApNFab3JII4709bFbbbI17e2+mafcX904lDds2p1alGAAkT+6sH0yu8udGav70n7RfKcu1g9vFWpYSfVKSlPyq39p7x/qBOjoeQj7c6ht0KE7mgsFaPQqkJB8zVdqN8vTbRtKGvEUgBMT2A9K+Z+2et8zPHTx/pX5v/FHuPZjTdGKWeXfZfJf5/sGuVJSDMT5VQXqt74SpWEgq9f5yaCnrbSXml/aZt1JJEK4OYwe9Q9O1iw1y5uFWLpdbYKUKVEQopBgT8RXiYbs9S2q2IHtB1X2jaZ/U+ldCaY+8h+0U8+83ahwIUpRgFShtSYzn0ronS7epf2c01err8S+XatG6JifFKAVD3cYUSMYxXOfaP7MOrusOoPEt9bYsdLYtWWEIW64ZgElRQBt5MZM4rq+lWTenaXaWCE4t2UtDvhIgfgKaTtICik2/1ChEGBkHmhLCQrHE1IcEJnMjGKCskqB4NJdhAlInuBWc6/G3pW6IOJz/AMCq1JgRKY71mPaEI6Xu0njII/8AQqmtoPYXogFXSunkZPhq5/31c1fNvOsL8VlakLHccH09aouhQF9J6cruG1/86qvFSDCgfj2NWxyyxy64Omu6K5Y45IuMlaZeWWrsPkNvlLTh7jCVfDyqx2AJngA8xWTgDMkj0q30S8ddcNo4venbuTPaIx9CfpX0b2b9q8uozQ0WsVt7KXx+P7/X1PF+Nez8MGOWp02yW7X7fsWhHHB9KYW5HIipHhwr3eOcYxTfD2iIInivoqR4233AbfeI5H50oKoIiihuTJGe+achuSAod/wo7ATYDbJgAfI0oQTBOJ86KtATEDjJz60owmAJorclgAiZJmKQpMkk9uflUjw4MmCOa8UAHAmcUQb0AKYwFGc8GkEx7ucUcIIwPP8An8q9tGSfkKlEuwKZAkgGljAVt+hou2cRg+teAkmJAnPyqUTgHAHJkn8a8UggFUCTRNneCR5cUmwnCMQe9BAGpSDGSO1O2DdKRyYjjNeKccEURKTwAfIelBhT3GBsnJMfOnBBjBogkHg/WnDZH3T+FLbI0mYR+0ZKSpCB73eeDUdouIlKcmMjyqQtl1wLClkYmAMTFBZBS57xkk/WuJjTSq7OjN212CNblAHAMRRPCPiBteJMDNGQ005u7xzViixRdMgoJkCeM0s8ihu+B4Q6tkQm7ZaEbVI3AH3VRwKS7YlKVbQFRk8AxVgGLlm3O5O4GeM/CmIR4u3xESkmcjjzowm7saUNqKgpV95Q45pwGIgz596l3NstLqgEykHjmheEpOD2MccelbYtSRklFpgyD+zjBijNAGOB2rwb3K5gegp6EQSCBmrEr2F+IobiFfyKMlsHgevwryEiQTJPJozaT+qDPnUoGwjaM8SJ71JaSIxSJQSmUg+fFFbbjJzjtUe/JO4dqO6Z/GpKEqR7wIzmoyUHscAVJaIIjEEd6rcSyLHQlxPvT6GvNtBK4xtOOaOykISUn8qh65qjWiaRe6y6lZFmyt0pSncVkDCQPMmB86qyTjhhKctklf0HjF5JKK3bOW9X6qOoOvLXRGghTFm+VOkgwUMJCiR6+OtAH+4ryqbfm2uHPBS4CpEAgGe8EVmeirV5GtXj900pVwzaNh1yZ3OOOOurjyG9bo+G2puh261B77QhSSt91SgcEe8c/Oa+GeJaqWr1EssuZNv/AAfVNDp1psEcS7FPr+ko0+2w0hbUysEAyPPP94g0D2XWDP2R55khSb3UnFpxgISQ3Hy8M1YdY6gnS7ZPjBLqHDsI/WAgk/kn61J9mdkm00nR0qIHiMm7UR+qXAXD+KjWLG+WaK3oxGt3nRGt+0h2w1HXdc1O+uNWRaNWzLIbYtVpcCNsuEykbclIzkjmu/K+8kx+qnt6Vzb2fWPTnUyldb6F0Pptqw5qPhqu7y7Su9cecS44VttQs4KIUd6dviJ7kCumqSkOHbGCcelCOSM21F8bDdHSt/0/n1A4CiB58HihqSPgR6UUwSSMHmPShkDjBHerLAMV5wc1mfaKkK6TvMZn/oVWmnkD8azXtFXHSd3AzP8A0qoWQXoBM9JacFDIQv8A+4qr5Q5AMyIrP+z5RX0lp5USZDk//qKrQnKgec/OmbBTBYEbTg9u1eRdu2T7dxbgBaFwQoTIIIII+dMW2/4odZUPuxtI90n18qDqL3gWyHHEx+laRjsVLSkfiafFlnimsmN1Jbp/EWeOOSLhNWma7T9Ytr4+GR4b0fcJkK+B7/DmppSoHaREmsVKvvJVBwcDit0JWkOA4UJHzr7B7I+O5/F8c8epS6oVv63fb1VfmfOPaHwnH4dOM8N9Mr29Kr9wUDIPlSgJT2mYzNO2c+tLtj3jA9PKvYnnL9QZQSrGMCl27vdiIB4miAQDPPeKcEZIkeYnzqEAwTyBCvWlKVYgDFF8JISZGYAmvFBPugemRUu9yAgBk9ymAY4pFQewJ/KjeGDOKQJEQAZNEgAQRGPnSwdpkCfIijKEn7sQJzSBsnI5NAHAM47Y/fXhOYHP51I8AkycfDvTihCQCBBHpS2kM0wKWipM7RRghsJyO8DPFNEHM/wpxSAkzMjHFI9wqkCXtEkj0pm1P7P+KjJQDJ+uK9Df8mmFMC2SnJJoSklS+CmTIqW2RiEpnuKVzw1Jk4UIgGuPD3XwbnugbaSlECZ49KttOuV24CVCCPMc1DZVsEgAGaloIWJSnvSZI9aposxy6XaLn7UhA8Qp91Yzjg0F9kJaS62kQCZAGDQ2djzWxYERM0ZhvcyptZkfGsscahwa3PrKW5cSXCWlKPmKclKFoO4yeeKmP6WkS4lXJ+pqIAUKiMJxXRhU17pglcH7wIIKDMf50UI3KBj5ATRGmC7hEyeKchKknKcjBFXJplfYYG0HiZ9aOhIkJJzzSpSkkTEUVDYwfxmnoUKy2IJ2xPM9qKWeEzPyprSRIwOJNWLbSXEQcEeVLJ9Lsdb7EJpoD3R50ZLUAbTOZz3qT4CRgDcfSnoa4IGBjiKVu90RJXTGNJUBtInPJFYf2q641p+lsaYHFJdunUAACfvLCESPLesE+iTXQkogyPp618++0XW1an1DqevLXNnpweatkJcy6GUlpMeW5124EeaEHyrzHtRq/s+heNcz2/Dl/t+J3fAtN52qUu0d/wBg3RyktdMX3UG1Tbuq3S3xmYGEIjyO1KZH7W6plg7dvMvOPAnYnBTycT8/zqdomhosuk9P0m8htxLCVuwYBdI3LPwKlE0qwNMtlueHvTySnuMfwr49mdybPpEI0qOce0m8UvT0JbP6YNrCfPcfdGPiK3+ksP6VpF//AFY2t1+w0t1FqlKdylOJb/RgDvkAR61gur2G9V6g0m3bEBy7tyUkcpSver/CDW+vv62b6S1d3p7ULTT9Tc8Ju1ubtSUtNkLTuJKgR9wq7HipB1FsV8mZ9lVp7Y7rqtrUOvl3DWmtsLLTJWygF0kJSC23nCSo5FdfW2JkEic1i/Zs1dOOW7951Jp2q3+m2a2NTfsdYevEXLzj61oWptQDbBS2lLYCEidpJOa3ZiDMGfT1qKTlu1X8/jGVJbEIoyYOJoREBWfgDUrbtJUcg8ihrSNvuj5TTbgZHUD84NZf2jj/APCV0Vdpz/6FVqijHrWX9o6Sek7ozIG7/kVUfBKGezsFPSVjIGfEyD/fVWjV72ZPNZz2aq3dJWQIxLgA8/0iv41o3EkZEfKmANG2cyFeYFQtWtlXOnvMhxTaiNyFpAO1aTuSoT3CgDnuKmJUP14EetR9RWtuwuHGWy4tLK1IQOVkJMD50UwdzwPOwHjArc6esvWFs4ZkspB+MAGsI0pDjSHE8FIIPyxW46fKV6PblPbemPI7jXvPYDJWty4/WN/Rr9zyftdBPSwn6S/un+xKgA88Y9a8nyKT6Z70UIATMzIzShJJj0r6wfPVuB2c5x3FP2ggHJP408ownb8JFOCdoJANFEQMI2mCOaXZu+B8qeEycfeGaUNmOSZqfMgPb3wBOTSFqBEDjtRwNoIkT+Ve2efPPrUIRy3gjtREoHcgT3oiUcEmfQ05LZUvj8IoPjcKYNQEhKcwMUimpE/PFSQ2kL2iceleDRSuVUl+gxGDKkiBEjFNLG2PhzUwkAe6PPFBJJwUAYmorYHRGCAAVQc/hSSf7x+lSUtgSSnuea94ZHZP1FGrK7fY5ynAEcjPzp4BPOa83g/HvFSG2klUqzGa5q2NvLHspUGoIxH1o4akT5U9Ph7diTAOAPM1IQA6C2AQrPyqmy5JXQFp0IPugwJEehqfbuoQIIMetQ1W73KgQQc4ojCiDsJk9pouMZJhTcWie42lxkiJCu0d6q1WbiXvD2kHnzmpBdU0vaSYJAEdqct1A/SIWd9PjjKP3QTan94Yx/odxtcTI4zUi4tmnwp9mZ7g1FUsuOJ3Ht50VAUASFkjiKs6N1LuVqapx7DA2RiIg0ZtBHumB6kUqWypOMjtmpDbSSqFAiavWy3K++w1DckkxIGalsqIMbjHkaYlEKkpmPKjttJ3SoxGaj3QAzcrICu/pFSBbEjcIjzpiWxGTMeVSmDtM7QR5elVSTXBZHncpupdRGj6Nc3hJS4Ehtog58RRCU/Qmfka+cL9xOt3rDbSC4wm7s7dKG8KLq1B0qP7W2WHCPRddW9vOo3Bt7Dp+wCgLgl64UlW0pCz4CYP7Q8Vbg/8kedc36NtE6l1LpziEq+y2Sbq/QSmAp1x1xpHxCUJXB7BxHpXy32s1qz6vy48QVfjy/0X4Hu/Z3S+Xg8x8yf5L+M3Or7g6i3QlSUbAARME/zFVWqXTzLbNqglSnDtyO3B/OtQ+WiAhyDj5Vn9TtkpfQ6yoEo/V/CvCSe56vuYxbadS6ysVpbKFWS33iPNKWy3+bqfpV1190U51r0SxpSdctNLbTqIunXrg4KEoWjaBIBMkHJHFV2jsPjqy9ddSoBq0ShOefEXP5tVH9sWkdEahZ6Ba9ZdaL0T7K09ctMNWa3l3AcKcymdsbSODzVkPuoR+pq/Yx0Jo/RWj6k3ovVFvribp5HjPshOxDiE/c9xahIC5ye4xXQIBIBETWN9iun9M2Ps9tz0k9eO6dc3DzqHbtKQ4tQcKFE7QABLeO8RW3AlPI8+Kl1Yz3Iy0kGee9CXEGJjBqQUFJwcGcGhSVe7wRjipYaI6gUyScTMjtWX9ooP9kbkoIJM9u/hq/zrWKSACcYrK+0lCR0ncEEDkc8+4qpKqIkR/Zvsc6QtFZBSpz4/fVWnWSJ3RHn/ADxWY9mWOj7YkGAV58/eJ/fWnUBHMzn0o3uLVoGdpSSoyPrQzKVe6Rg4HlRCADIO2c0NSp591Q4pkyEKzQlFu2whJQlpIQmP2RgfgK2/SaSdKKlESHlJgeUD6cmsHZJWzbpYeJKmFFsE/rJTIB+YE/Otx0Y8VM3DJ+6kpI+c16z2LzeX4vCH/ZSX5X+h532nx9fh0n/1af51+pehO0HvAr2zcnPfzohQnODjilCZEcHyr7UvgfMV6MYlCT93MfjShI+7GT9TT9uJgY88inbYVI4FHgHIhYSAFfQU3wxHYedFABzgntilCZEmc/5ULYXXYHsMcxGJ868G9xMH8aKEynIx8P59KOGWoA3EEiKDlRErIIQJCiomiKSQkJSMnNFLacp3bhzQ4x+HNFOwbISY+6T50xUhO4mPOiFI3QVSaeluRuMY86my5DyA2gkQZSBXggqUO88nzohQRERHBpU4Hp3qdtgfMYtsRAUY8vlShj/wz+NPnaQEj0OaYVKnkUlSfBG0jnKASqQmPOpDSQJBx3nypjQPE47GpbDfiKiQATXOZsjuOQndtBSPjHFSEwFbkp94d6GAWlTP0oiIUraMzSVZbfYlh1zwySlOOKYllpzMDdyPOk2qaISownB86VMNOj35Qr6ihGKXAXJ9xxsA4oBRjyM0xy18JzwlJA7g+dHLwQ4CkqUnvUlS0uITiQOCcwaZOaqwPpZWrt/CAV8cRRmSD2k9wKkPTCd6AUx+NAaCQvHETn5VfB9a3K51F7ExphKwFD71FXbbYJyD3ihsLkDJB5qe0pIhBJOPOh70XaIqa3AtNZAxnijIagR+dGbaIXPIOKkIYyAe9N1pA6dgTTZPu/lRfCIkkAEedGZtVJJgYicd6q+ub650npS/XbOhq5faNrbOHG11wFIV8Uzu/wDSayavVQ02KWaT2Sb+hdgwSzTjjit26Pnz2m9V/wBbaxdp026SFEuLQ5uJ8IBAQ0o/N1hfwJqb7Pra2GsasizDgttKbt9LZCjIDiUAuR5Y8JJHmk1i2GwxqTakktv3lw2p1YyBaslT60+f+q8No+YKK6R7Obb7F0kwVL3OOuvOuLKRK1qcUVnHMqKiD5RXxDW5nlcss+ZO/qfVNJiWJKEeEq+mxbXDSg9vOYiKpbolVw45ukJScTxmrp67kFSoIAJkjAqjvHErS6Ex7ySCSfl++uQ92b77FF0wRc3GrXkzvfQyn/0Ngn/EtVC9qnSHs517XbK76366RpzlhZN2ibFm5aQ4E7lK3EKClZ3/ALPAFWfRGnfZrFhpStyrm5cdUfMKcJ/5Y/CsD7Sz7Fb7rvU9Y6i6o1m5vitNs/Zacxs8JbKUtlO5aIJlvsrvVytJIrO79FaJougdI6ZpnTbq1aaGQ9aqcMlTbn6QKJgHO+eO9XW6B7w20LTtNZ0rTLHSrYLDNmw3bNpWZUEISEpB9YAo6pGImO1IkWbkZY3SYgnFNX3BHI70WIHMenIoaxHaO3pTJigVIUBCTiO/asn7SVR0ncqUDwof4FVrnPJQ7VkvacAejrpKiYMn/Aug6rYNMD7NSP7Ksp8lr9O9aNSYSfC90xwTg1m/ZpKulmVJMgrXM/H/ADrUb0mEnB8iOaKYAKtqTscEEHAH8aCUynEZ86kESSQJxnFA2qSPdwAYAnH+VNwDlley62vxkoMqbdUlY7g/9iD861XRCki6uGiY3Nb4PmCP41mEMNt3NwttG1Tyw4v1UEJT+SU/StB0cf8A2uE9lpXnthJP7hXb9ncrw+K6eXrJL67fqcrxqHm+H5V/8t/Tc22Sd0RThEA+Rp20EwD5ZHankbgCBM9vpX32j5FYwZCQkEes8+lOgTAEfupwbJMpTxgR+dHbttw948UG1HkKTewBLe/znNeKdqiPKpJZCRu3d8xTSJBhMfvoJ2F7cgAAIOZHGO1O2kpyfQTinoQEohUGKVSCBCvjRYtgimCCe1NCdwAopGARgRShGY4FFcA5GIbCeQJJzinpQkCck8fnRBkkJ/Ok2g528mka9RroCpME8A/HNN2gAAxg80QoCVHdJpXGwRuOfLOabgG8gWzElUHypdjf7JpwHORBNJMY2/4qWrB1Uc6QgiAcVNtgEKCiYJNR0CII70dCjgbhI78VgatGxOtyWtpTySUNjHkaEhKkZSkkxRWXFBJhyEk5jk1OTbJLZW2Undn1mqnLy1T4LoxU3aIHi7htUJ85rwSr73airtykKKoE8EGc+tIlKp2EBVXxrsVyVOmSGGfGa3RiO1PYSQY4AyCaLblDbZIOwxzSoQHG5WAOKp7uyz0EuSrACdyfyoKUgnGDUlENH3iCPInmjeBbuqASmJ4g4qyDUPkI117kdtBAn186ktpMgD50dmzTBCVD1HM0UMpB/ZHerVkjJ0I4SSsczhIETM1NakEbsigJaTjGBU1m2VtBQJM4mll0hVvYMgKQApEwPe+Fcc9vvWX2V226etUzcNseNtnCnXiUMj/iQU//AFU12dCC0FKXCE8Er4HqfSvl32ja3b33UF11Athp8LKnbVkyS4oJ/Ro+JU3agH9rb51432t1awaVYVzN/kt3+dHo/Z/T+dqPMfEV+b2X6mQcuHdDsLvUUISvVbm0V4CEwVB64cQ0ykziChtmfVlddi0bTDpvT9hpgVu+y2zTQzyQgD51y3TtEcvdV01N26h77Rq4QykmQWrRK2wPST9oeHmfjXYrpYbRKQR5V8s1EuEfQMMdnIqLttSGHEGfu7Y/yrHdRXLtppzikRu2rX9Af4Vs766CEAuAZB7TWI6vbaetU2gwu5cQyB57iBFYy9o03R9oWk2DGSGWAVz2hH8SKwD/ALJfZS91U7qGve0BNxqeo6gq4TaM3lu2VOuOyEbIUo5UByPlXSdOLSLTUnnLtmybbtHAX3VbW2RE7lEwABtk8YFce6C9l3s70/rTR3Lb2qWWtahbXIuWbS2tgQ4tHv8A30rUIG2e3FXfiVo+lySQlRVJIniKYVDgkDHenlCfLOMn4UhSCDIkEd6Qs5AlMz5DHxoZnZkEDmOxoqkHhKuDweKF4ifDO4QYgf8AejYqBOoWcBceQ7VkfadvHR90eJnjP+zXWyUn3Yjisf7TQV9KXCMkEnH/ANNdRvYYheyraekWVBOA4sfka1ziUrCZTMdz2rIeyts/2RaG+D4q5H/DWtJj7w2nzmRRvcVbIYrekkJJVHbvFBWdwKRyO0Zo05O2MiaG4ARmTHFOtxL3KpS3Uam+041+hLLa0OeayVhQPwAR9auumXC1rdmGjO50In0V7p/Oq92Euif1h9QP+4+tPs3xZ3rV23ILS0rwPLP7q1aTL5Gohl/6tP6Mo1OLzcE8fqmvqjq8bhjE0sEIIIgiiFIAjmBggUqWpGEiR6V+jU7R8UrsJtwVk8Zj1orZKYCzIpoTJwB9adBPxoNWhk6EdUSVEGIxjFNCSJVz+dPM9ojy86aBH6oBGaKjSA5WxdhkBQJ9TSBtRO7n40VEboP5UsZMc/CgQBsIiAJpoRtITtz2zRykjsOe4poB3YEzTcijTBVChup4ENgTI714JzlPGK9sOckD4Ur3GGDMgo9D6mvKSNu0xIz50scz34mnJTJgjmjsC2+QRCZiMDsKX9J+1+Jom1M9s/jTdrf7A+tCxW6MJbWibhICSgHMUNTS2VKQoSQYp9q4tkyE5z8ak3L7T6AoMwsZJnmuZHrU65R0G4Shts0Rm5R3xUht5xA2zjsKVhtKnEh1ZSOJSOKlXjFqhQ+yOlaYglQiD8Ksk49XS1ZIppdSZGlRUpRH3qeEAbVJJ9fSiIBUAFwKOhvfCISSkHNG1HsKl1cHluh1lCdoMR7wo7CglIQY8iO1RggpOBgHvUlsjg4qOCSpBU23Z55CJ9z7s4NeaOQIkec0eEn3eQcTHNNQgbh7sD1ox4pgezsktLSnCpxwRipbKgFgmCPWoyWCPeSn1Io7SJJAxU6YsilJEo7CQpvtUhhW3KD8ajNiO0d6ktJBUJER3qdCqidbuzO+1TqJGldA6qsFaXLhhVvLf3whYIcUjzUGwsj1A86+Z7Vpouq1nW7xvwUuDa04YDa0bnFr+B+zMuj4KHeuo+3jrFdjqjGjMWy3G7O3+0rKc+Konc42B3UltCSB3DprkV7YX+uNJZW5/orvh27UwAQt4NOAengWq1AeVzHcV8j9qdWtR4hKEOIbfj3/AD2PoXs/p5YtIsklvLf8O35f3LboH7Xr3Wdg86kC20XTfGKYgoubmFoQfPYysJn+9XU7tDik4OBPGayvs2t7Vd31BfsMFtxV+WXJGCEto2Aegb8MfEGtBd3TiFLShOQsATjtJrx+eSctj0+NVEr78Q774O0wmTgAzWW1ZCbnWNOZUfvXRcI7whClD8UitBealgB0AjbJPcfyaoWnra76nQUrJNtaLWAOxUpKR+E1Wt2hpFxrGgap1H0Nr2j6IWU3uoNptmlPKKWwmRvkgE/cUrsc1lvZ1/R6u+h+sdL6nd6mZvRa26lOsi3Ugh9xtSFJSSTuQN5hRgn9kVde0N3rSz9nrP8AYG2vXdTutQSlSrNvettoBe5RwYEoSJ9ag+w/Rva5bdR3mp+0O51FyyesvCtkXWoB0BzxEHcGws7TCSJIHJqx3vuKlulR2dapJnH44pi8Ee8O3NEJ94zz50NQRkkxJ+RpUNzyCciCZI9KEpR2QfLzoqiQFe6FA4oakpgbanAOQbiBODz9BWR9pilf2RuVbIIJM8j/AFbla9UdszWQ9pi46QuZTPvEnP8A4blR8BXJC9lSf/wkgjBDzkD4hNa1W8z7sdqyXsqSE9IoKFAn7Q4D9E1rnHImQY7mKNi9iOWzIKVbVeUSPpTFqIncMRyOKkKUFboggjntQlgiYirIitFZfMvuX9pcMvAJZQ62pBGFJc2GfiC2n6n5lSuHAlwEZgntSvrS2pjcYDrnhgdp2KV+STSyDEiR34ooDs6/ZkXVozcKIAebS4DPO4A/voxQBmfhVf02d+hWK4MeEE/8Pu/9MVbbJ9SMfGv0Rocrz6XHl/7RT+qTPi2qx+VnnjXZtfRgAiIkH5iiBMKEJ4GfWnKCgDMTHnSgK5SYEcdq28mZOuBq0Ae6E/LuKZsKlQngfSjwTCVJx+dOByCRtKhz6VE6RHuAKTEgFMYM+ea9JjaE9vxqQUpE8xTCgGRjzmgmiUDjEEgYnmkKTujzp4QoDgRx8aUA4JTHrRItwcR2zwaTaAIgnvRdpEqB/GkKPdBB5GKhEBUntjFKOM9jNE2q5AMxnypNhE4+IFBg+IIpJ7dqTjBUQRRyk9vKmFBk5pbI/ic9CR9aKlPuwInJryBGIHHlRUNjhMzWVGnkc2jAgD60dLYn3kz5HvTEpUCI/wC1SUICkkgneMgUW6GgIgJIJgz60oSoEpjjM01MmJjHNGSAZjFGqBYiQSYiiIHz7yaVKUn3TzRUNpmABjnPrR+BN2NSCM896MhOQduKUIxIBPY5oraTiE0CWPbSSkxx61JbRBACcx8qYhKhBIHnUlCYM/uop0Tkc0gqSIPMjmKMtbFsy4/cvJbaaSVuLWYSlIEkk+QE0rQ7ACRWW9qerp0rpK4YS2l13UZtkMqI/SJKVKWk+hSkp/8AVWTX6qOi009RLiKb/Hsvx4LtLglqc0MMeZNI+fuqNQs9f6puerNSfcS3boTc+EPeKFtlT0geYbCkkenwqpv9dtrV9LC7NCrfTk3N46lC53N2bASCM+6ftAKB/wCV3zUey0e5cfTd3lqsBK0v+6CpVzbo/SthQ43jwXGj6O55o9x08yjSrixKyVLYstPcUfuvoDi3niPVxanExPJHc18GnkeSTnJ7vc+t48axxUI7JHRPZlpt9p3RNk3qgT9tuC7c3BGCVuOKWfpuj5CrW8YJBQI94GI9YoryjpenMob94IQEmPhk1Af1BSGwFL5iZOOAT+f4Vhk7bZuS6UVGpJDaF+6IAIms10iftWs6xdySGvBt0ntgKUf+YVeavqTAZWHZSkmJSCeaqei7MsWl9cpIP2u8ccQfQJSgfQoNCO80CfqV3t5641/onp/puw6a1R2xuL4vuOrbSknYkIIEkGMrOR5Vbf0b77rHUrLWNS601HVbh19xj7EL9ayPDCVlSmwrEEkZTg7fSrX2g+1joj2c6na6TrumXd3fi1S8ybe3aXsbJUkAqUpJElBwPStJ7Mus7Xr7p9fUlnpz1pbrfWw0h7buUExJwYAkkc9qd3XAqq+TWnmMzNMXMAR+FP28AKI9KEsrG3eJHpQSGbYxSiPj5UJcKkRiIBmnqIUYnjn04/zoa1AD4jFFIF0MXKZiSPKsd7U1D+x9yCIOcEf+G5mtkpPulUE1jfakJ6NuJSRk8H/w10pFsQ/ZMSrpBJIP/vLkf8KK1ygoAgAgd4rJeybcnpEAKP8A7yv/AJEVrS4CIUnbGD3pgJ7DC2neYME8nzNBWpSSSpM+ooxTmRgZ9KaofeEiI+dOrQCs1G2avGWleItPgvIdSptUKwcifIglJ9FGngFIke8BMjvT7oJShS3CAJAKjwBIyfSk2yAJIERk0ysVnU+gD9u6eaTjdbuONx8Vbv8ArrRKtvDRuUtM+Q5FZT2YvA6XcsJPvIuPEPoFISP+k1sQpCgd5JJwCOa+5+zuaWXwvBK9ulL6bfofJvGYLHrssa7t/Xf9SGE5hW2K9tIBjjtRlISIgEH1p+wAZPr616Dqo4tAI9JFeIEAwaKEKUTBgivJT2AMT5ZqbE3BhAOAT6+lJtJTBHHnRig/dOT6U1SdpBMjy+NG/QjBqBjPMeVNKVAAk5o5TH62RzTdp45zj0oXsQGEE5OMU0ojuCe3nRlJ7T8PKkjuc/Op1EaoZsChJ5868UGZjkTingQRzHHfNeIjzmfpQCmCAHlAyT5/500smfuj6VIKVcDM8QaYAI+6R9aW6A0c+CSOQI5NFQkGBFeQ3IPFGDeZHBxBrMjUt2IgcyMDyNFSBJiRFOQ3uwOB6U9DZHugiR9aNogiUE8c96ehEGSMHnNKlMDcMURKTAmoSkeQgnPl/P76KlGRXkJJO5MdvpRkpIzwD3o2w8CASf4UZCVYjHlSttgHtRkIEgqxUfwAnsFZbCpSTCuQPOjNpyMAD40xIkeUZipKUTHpURHIchJAgk1wf+kL1G4nVbWytbu3a/q5JYLrx9xp90IVCh5FJbM9imu+oQVHAkmIr5U6p1zQ+oOsNYa1HwnUvXqgtpQMJZWsITJOCOM8px5V43221TxaKGni/vv6pb/3o9H7L6fzNW8r/pX5vb+1mYXrr94Eae6hbLl0pFogoVCkF9fhcjgtlF8T6NpJomhv3PUus6FZbiljVNSc11xPdu1ZITbgD++plKo/3qtLyyYVaXFwxcJauEMvrbcWiCh5TAbSpSu6UqfdUryLh8qvegdFS11Te3ha2s2Fpb6baDZBDTaFFSh8VuqT8WzXyxtKLbPoUYvqVGx1VEoSkIUpJ5AwKpr3LYWeAcAfE/wrTXLjRMKVB5Pwqpugy62ScAQAf5+NYmbDEa62lVs8pa9oSmR6QOKsOirJ1vTtLt3ASp1aVkei17z/AM1Rur2idHuG0EgrTEjOTWk6dYS3f2aEj3WgQAPJKDFHH95sSe1I5z7UGPYRfdbXdz111Nqf9a26W2XbRpDvhNpCZSAUtHkGfv8AftXWfZlb9MW3RdgOjbdxrSHQty1Dm/coFxRJO/3smTXIn/YDf9WdS9V9Q9XqcYVd37zmmJZuUAqbIc2FRAUAP9ViJgKGDkdt6P0pfT/S2j6GQmbCxt7ZakGQpaGwFKHxUCfnR6l930Ak+WW6gf3ZoRSEnMQOBRNxyEqyO1NXiQeTim7kAupCgFEA+o7UJSVhQKSkiODRljsY4oRgDA+VQDBuKTEH3c96yPtRMdH3AzMkf/2nK2SoIO7IOKx3tSQB0jcKSqZWRHb/AFa80HVWFOiB7Iik9In0unB/gbrYgBZisX7Ilk9KEEEj7UvI4+4itjOd4ijQE9hu0oVAMeQihkqEbhgjt/CiEk/eyfxphTGIyaZJishajasahY3Fk+nc1cNLacAPKVCCPpNMCYBhUx596lKTvUABBOAahsOh5pDzSgW3UBaT5ggEH8qsQDe+y1ZD+pNq/WbaV8klQn/EK34TH3cxx6VzT2aXBb19bUgB+1cR89yFfkk11ECQMDgV9j9jMvX4VGP/AFk1+d/qfMPaeHR4jJ+qT/Kv0GBPeCcc0hCSIV+FECBgRkUuz3cmPXzr1l7nnAW3OMV4hJkpABiiJb5MDk4+VKG8EZjGZot0RJgdpkmcD8P5/fS7SoTAJFFSj3YkH+fKm5Tgc/DNBk4BQIJiDMEGl28bgZGBAouxPI7cTXig7s+v1o2TdbgCkZifSl2Z8ge3lRChXmM16ImYxQbJQIY/VOOa96KHyou05xzTSg9j6fGg2TcGSIxk/hSgiPvn6U7bKfOk8L0R85pWyK3wc/QhWM0dKDEhWfjSNJIjymKMkQCMGs17mpV3EAJEZoqE9yYPlFeDe4SefjREojgA0bJyeCQUzRAgRJzSoBKfu/PvREIJ7mB3ipaIIhHlHyqQhB7RntFIlIEQkYxR0N94iPI0UycHkohQgE0dCB3zTWmwpQA7mjo8owcii2ShzaAAFTP8aMlP7zTUDAIn5UdCTBBAPcevFRMDKLr3WUdNdE63ra7ksKtrJwtuBJJQ4obUKjkwopMelfKGsaZ4lgL9xaVWZBW8IhQbUCm5BPl4JWoTwpsYOK+hPb7qLbfS9n08tbrS9XeWrc2mVeGyiVgeu5bWOfKvn3RH0tvOabe3aXW1Ohh3xDKVqUW20qjsHUvtH/6blfLfbPUvNrlhXEF+b3/tR732YwLHpXlfMn/b/NkO2vdVuLlrRLtK3XLu6trB1rsSv/S79QHZO11LfyTXRfZbqB1xrW9fQgeA7qDlraLH+0ZaAlU95cU6fnWJ1hDtvp+p9QpBAstLv3rd1v7yry6dIG0jMoDaEg+TifKundCaJ/Z7o/TtIRtAYaiAIHJP768bma6D1WJVIl3LiFrdBSQspKeflIql1O58MKbZUd0TBz3wKu7u3z4m0BUkkxP8/wCdUGoNFt1ahKxA7+QrEzU9zIapfPXGo2dkl0qS7cIStEz3Ej8/pW/0Z1q0+1ak9AbtbZbqvLaIP5A1hWbYOdR2qNp2thx3tjAGfma2busWXTnTOta/qVsbm0tWP0rISFeKiDuRCsGQqIOKeHDK5PemcBe/pI+07WbhqzsWtIsF3DiWkFi1UoySAP8AWLV519bpQW9rYVvCDt3ecYnFfPug+2Po3WuptJ0HRfZZZ2zmoXjLCXwhhoshSxKwlDeYEnnt86+g0gQkiOOaeXNUCPD3GrQDEjyzTVb96ikmB58UQzuBph2mTIFBEAzJJVg+mZoahJwZJ4opCs7SYPzmmFAkHg+cxRogNalRMc1j/akY6SfBEncf/tuVsXAuJSZ7Z5rGe1NRV0q6jaQfe7f+Gug9iLcg+yBR/ssoDtdLP+BFbJaQ4J2wT+VYz2OGell//wBUvt/cRWzXIExxzRqwICpK0kAe9JjOCaQuZGfSiqJSRmcj86btBjHOM0y2QCOtU+ZPMefpVdbW6bZkMtqO1JVtB7AkkJ+AwB6AVYKRsGFER2NRQmVGT3MwaZANF0A99n6ssVOj3V+I36SW1AfiRXYSgcx27VxLprajqDTVlUAXjJPw3ifwmu5hJI5mvqfsHm//ACZcXpK/ql+x889sMaWqxz9Y19G/3BbSCQJz6U6ScmcU/aomR2zXoEgGM17qzyO/AwAGIGJpNvJAxRQBByMV5SSZJFS/UO9ASiB5YmK8r3lcfDFFX7ojmO/nSRj738anUK12BbRkieO9KOJV/JoihEEdvOkIgSTJ5qXYUqBqHYH1/Kk2kE5mRRQnEzk9zSGCck5ODUsFdwe0EYE02BxyPhR9qfvDII8qRSR2MTxihY1egEJxkY/OmlOe/wBKkFKQSAOJ+ZrwTil6has56lABj86OlIOCD8q8ASQT5TREIM7Yz51mTvk1d9hQgET2jNPSgCIJpwbAj8zRAAB286CDZ5tsSDPrxR9s+9MU1KJERk0dCPWj3sN9hraMZMfuqQhKY4ivIbiARmjpbAPPrRtESYNKRAKQRRUABBORmlDYjgFUYjvRm0EQNomjdg4YqEpInAH7qkNJGCRB4mmIaAE5kipSWSqAMk4gd6jZNz52/pD6o+91XZNWKFXqtIZS2bXf7pccHiqAzhamw1t9QPWuX9SJVZAdQ6WzvU3bqU3kbXVgFFtI/wDMvpAP6rY8hWk6vuLnqfqbqN7TtQYZcvbsO2TqVQ6y4YFspf8AdlKIMfdSvtVPoj1lfaanUbtptq1Ydav31FcKAQFvtNH/AHGzbKxgia+J+J6j7XrMme9m39O35H1Pw3AtPpMeOuFv8+/5nrdyxuLF+wLgVaaffWWkNtlWF3DOw7viXHGkd/8AVHtXZAlNvbJQkYQkDnyFcO6R0u5d1/o3pe4ZKG7Rn+vr9KuVvueIW0H1SoKJJ5gV3O5yAQifWuPn2aR1cO9tkBx8EGTkY54wKpNRfbJUFAe7yatLgHxBCR3UR9T++qLUkhsLJOcxmszZekVNj4bmvPEI95u3SN3lJmPwP0q06o6Xver/AGe6j09pt2zbPai4iHXSQhKUuIKpgE5CFDyzmqrppX2lzUH4gl4Nn/0pB/6qF7YPaBrPs36N0e60FNt9qvrktnx2ysBsIUokAEZkoqyFuOxXJpt2Sem/ZONJ1XRNQcttItf6odLqRaW8uuKNsho7niEqUNyPEgggKWojkk9YSClAQQeAK+fvYT7UOufaD1feWXUGoMLsrXT13AbatkI/SeK2ge8BPC1d6+gRKcd+DNFQ6dgWmtjyckgEEgEihRCY9MUSBnBJAoakjbMn5maPcHIxRPb/AD5pv3oJiMH8KcqdoABjvHamK95YSCDA+EUUl2IMWDPOO8VkPalnpdyOdxJn/wAtda9YEkifn51j/afCOlngCCNxif8Ay1/xoPgKKn2QoP8AZx1CXCIuTMH+4ntW3PiJxt3AEZTWI9jyirQrlJTIFxPl+oK3RwJGBI7VEKiOVJIPEgccGvEyrH7Wae8gKmR559aEpJQfdOCrvmnIMcTHB486qW2bm3ubxRcSpDjyVtJM+6jw0Aj/AIws/OrZaykStJ8yQJqGtQU9uSoEKSP5/GmsAVh9xhfjJlK0EqST5jivohB8QBSVe6oSPgc187tqG4HGeYrvug3P2rRNNuYkuWjKlfEoBIr6B7B5ayZsfqov6N/ueK9sca6MOT4tfWiXsxAMd8U0pJyOeKNt90gxP+VIUQDI9Y7CvpCZ4Vq+QW3dwY/dSApzM549aeQQfKOaaU+9G0T++pZD0YIMwKQoBE/Wvf7kz5eVOSf1VDnijYOQe0iTPypQklU8gUTJIBMeprwRgkDHJqOXqSgSgeMT5c0kEcnM96KU9yfoKQoUVSO2KFkew2IwQPTmvFJPxp4SeeO/FIok/eEifKlbDVDSmAZGaTaRiD9BTlAkZiT3FLJ/+YPpSckcdzBIEHvjiaKhMpyJA86VLfbFGQgGCKz9RqSGhG4+UZoqUEnuK8EBMedHbQeYmjZKsahBgzzyRR0N7hj+FLsxunvRUJKoO3n61FIlCpQQTCDPrREjyP4U5KCR7uJ4oiE7khJTJHkKPUGnY1KEhQAz5VJQkgZTP5UjaJIAMQJmpSGpAJkj0ouSROl3sMbQY3dz+FVXWupOaH0jrGqM3YtXbezdLL5z4TpTtbV8lFJrQtsKICkn5fSuZ+3vWRp3TenaQHQhzU78EhQ90stNqWpR7QlXhE+gNc7xTVrT6PLlXKT+r2X5mvRaZ59Rjx1y19O584sJtrnUm2GkuNu3tgGU3DQI8RpQ2JWk8SlzaE9wLgVFsrlIXd+LYE2wtXb425geO5eOkMNQcEhhCUAf+LGK9dXNza2GmPXVuCGUqcTatEpUp1tXvtA8CbkWiU/AeeJepabcr6m0q1U+kJvNUd1R0JTtIas0NIaB/ulQC486+NunyfUUaXobS3rjrvX9efTKUJasbaT/ALNtMKPzcLg/9PrXQ3TtxMekzWU9nL6L/T9Q1VtKPAevHEMLT+ulB2qV/wDqBweoAPetE5chciRIJx8PKsGV3I2Y1Ssi3ASVKXtEn3TBrOa24EJVAkx3FWd3eqTbuOSAsrMDjPasp1HrDrDDqwRDcT2wCJ49Jqputy213DdINLb0XxnAEquHnXVCOJUQPwAp/tX6n9lehO6RpntE0leo3DVsbi1aQwXAlKjsUSNwSSS338h5mp+g26hp9kytQ95LYOO6oJ/E1gvbJ0x1f1B7TP6203oNzXLC00r7CyXhDJcUHFBYJgEpU4PSU1clUUiht2za+yHqL2ddUu6hcdBdKDSTZeE3cOmwZYU4HCopSFNqJUP0ZJB9K6kc5xNcm9gXSuu9M6drT3UOho0u61HUPGFs1s2JbCAU7QgkJTKlgDtHHFdWlJgJVJng0VuyPgXG1ZAk8CaEqdv3RgU8yEkn9qKGsYGQMceVG+zFGEYkwRNIoSQVJBxPFPJBIkZNNVEgRRXoHgAsbZKT2mDkVjfaipX9m1oj7xXx6NqxWzWBMHtmsb7UQVdNOK3FO0r47y2r/OhJbBTdlV7HRs0S5ju/P+EVuXAPPPwrD+yDb/UNyACYfzP+6K3CkxEKI+ORRQtiKAjIH0pjhG0nyrxUUmCO3akK0FMCPOj8yWCX/niq25uQ3qCbZSSPEZLiDP3tqoXj03o/4qs1kFJiOKh3CG1uIcU0kqTISojIBImPoPpRAK2USCDiP5Fdx6EWXukNLcKxltacDja4pI/AVw3wwfOfOa7F7KnnH+lSySopt7pxpJPwSv8A6zXsPYrL5fiLi/6otfmn+h5j2tx9eijJdpL+zRrYVyTB4xXjPABzE0XaSInM803aQngifyr6t1Hznp9RhgnCaaoDgAgnEedFjJMkT25r2wmdok8ccUOqg1YH3f1QAMxShMECPpTi2cHaYGRjtSpT70nOMYqdQEqGFKjP0pIkn4efNEAUkwcg+leyskEGe9L1DKIPasETkTzSiDIPnzT9oBM9uY8qXaJmDQ6gV6g8ziQOPlSSkgYOOKd70RjmkCOEnMjFRslegwn9UHjmkgdkH/ip5RAEHvT9o/a/n61W5DJWYdCMcUZKIzApGmwT8PSjhMETGR2FZOrc1VtuIlEEE8do8qKiEjjinJRjCZkd6IhoESQB86dTsDjR5LZMCR/PNHQgg4+VeSmU/tQI84qQ2PdT+8UOuhlGxzFsteEwO8A1ITa7YQttSVzz5ivICYjw4KVAz5VI3IXCgDuB8oEVTLJJv4F0YRqximA2Np+93BFESnaYSR54HNOCiVZ2me3bmlQkESrt28ppoylW4JVewZsy2kHBTXz1/SJ1s3nVmnaBdkOWOnoZWtpvK3HXS5vEdgEJYPqFnyr6FACUiRgD6V8i9f6y3rHX+q6vaseI27qjaRcuLlt5htK28fBlLxJ/3K817U5/L0axL+p/kt/70dv2exeZq+t/0r83t+5jlO2tmxYJ1G5U4zp127qDrnhyE29qFgrHmVrZt1lPmpNE1VWpt6NqHUzzim79ejN2ls0BBauX1lWD57nW0j/yqYtm3uNNuun7JSnjf3zDAb5CLUvBsHjhTFkok94mjsvHq9pItvEFqdcbSF5KV21qAren/eeITM/dSD2r54vie4e62OmdA6W1o/RmmWVu34afADgQB9zeSrb/AIqm3LSUuLe/YbUY4zVg0yli2aZTjw0BJHYYqPdN+I2oQlQUIM4rnzfVJs3RXSqM9cs72G55R73lPFYTqe33tC2SolVy6luPLcSP310TUWZThKvId4rIXdsP63s2VZBd3KAHkJqtq9gv4mt0e333to3CQltQInP3c/urH9U/0lekumdbvtCOiardXOn3C7ZwpDSG1LQYMEqJjHcCt30+jdqIUOENqP7v31yvW/6LrGu67fa3c9eOIVqF09dFCdLCgje4VbZL2YnmK0bXTKd62Ouez3qpvrfpaz6tZsFWiL4ObWVrCykIcU3kgDkoJitKEoUkBSQfIEVnugelGuiek7Dpi3vFXbdgFpDym9niblqWTtkxlR7mtAE5kTzNBILY0tgJhKiJPE4HyoSvFH3khQgyRg/T/OjngfHihFRGRM0VuAAtwbQVQg8Qr+PFeJIwTwKNuBTBTB5oRaRJKUAE8kYk01Auga53gE5g1jfal7vTDhSf1zHr+iXWyeaUEjaoGexFYz2plQ6WeSqcqVkZ/wBmug1SCnZVex1ROjXiZGHh/wAtbtQUDmImsB7HFTpd4ZEhbePka6AogkkAUV8QICoe+SmMYoa0JU37w4FFWPPj0oYB8MfA5+dRABKSYhKjHrmoz4IgmBBmZ9KlnIHlVdqrb5Qwu0AKmrhClpJjcggpOfMBRUB3KQO9GiBUmACTgGK6z7ILkPaVf2MQWbhDvyWkj/orkgKyNxAXkfGukexl4fbtUt+CtlpyD5JKh/1ivQ+y+Ty/FcT9bX5M4ntFDzPDsnqqf5o6lsnO4TH0pp28YkHH8/Ci7AfQ8CvBISYEccfKvsHWj5iogpieT68UkE4gTNF2gDI+GK8EggH3Yik6hukERngY5pMYCsURSd0TMjgjFNKQJG0GPwoWShp28pimkY+PalWkEGQCe0/z/M15IB91MDvRbIhkGCmTJ70hHYCfKnfCMD4TXgMzgSDnmpYtXsMKTOfoK8uTkZ7U7vAPIr2EgkYMzSOQUhkK4wZwPSmmASCESPQ07AglQB+NKEpIkgfWkctydPozKtIklIOKM2PezGKchohO9TiY8p4+VK2ArkyeJ9KwRyJ8G9x6aCIaUowgGTEAeflRSy624UKTtUnBnmafbOu27qXmJSpOQc08L8Qlbq1KcJlSieanmSv4V+I3TGr7jEp5nkc5qRbRM7CvtzSJCSQQlSfnNTGnksoKUNyVETIx9KkpuqSJGMbtsclsbSNi/eOcRXktrJKtpgwB8KVtJdXuSNs5j0qS2nZIKlfWk6+gdw6+OALbSlklCJ/hREtqSQVADt+NSQuEAbBgzP7qcClw7EhMq5zQ+1K6fA32fbbkrtb1B3RdBv8AWGEtLXaW7jyErVCStKCUgnsCqBXxWtVzb+C87eNsMWz9uXbdwAtsKaYDrknyLKVNHthXnj6d/pC6iNI9ni2XVqDeoXjTK22z+kcbRudITHmWkpP+/Xyy1Z2jqEi1Wp9x68tLbcoyHrdCPHUT57im5QT8RXh/abVLPqIwi7UV+b/iPWez2meHDKclu3X0/wDTzV7Z6Cxqurlob7d67ftkTJDVoyGQB5ALQsfFz1qy6PDOkOdJ9FnFy6yt59PcNpBJWodiVlCfmfKqi20xrU+oL+wQVOW1pZWWnt7juSpTivtDvOCVktbvOr32eW1tqftN6k1oPh56wP8AVqEGCGmkpQBt9C4l2fhXmG6TPQxpyR1RxWYz8ai3DmASTlXrijrBUqZGDmoFyr9IlJgbQVGsBtWxA1C5243RWYaeXc9RtcbGmlqP4gfnV1qCdwUsjsT61Q9NtOL1bUblzCEoQ2I7ck/uqRW6BN7Ua62ulaZper6unBsrJx+fLalSv+mvkpfWOsXehi6vvab1E9qa1OA2annloSlJQEbllyPeBWcAxsAj3pH15Z6WxrXT+qaVercbt9QactHC0Qlzw1I2kgkEAwoxg1gv/wB2D2aZKXdcVjG67b/c0Kvvcpas6n0a07b9I6Kw/uLjWnWra1KJKipLKQST3JINWxn9Y023a8JrYggAcCOBTvejO3kcUVwSXIihBAA7TNMKcyMxPyp7qkoUJUEwBzQycTIAnmitwfEaYWO2e9MIVBkyaeSQmSYx8qGoxkntiaiXYFjFlQgAVh/aySel3IJGV/8A211uFqSYgAdqw/tagdKuqngr7f8AhqpZcDRKj2ONhGl3ifNTZ5mcKrfLR+tuIznvWC9jRP8AVN0T+03B+RrfuTuO6IpuwEwKi4lWUAiORQwtJRiU8xOO5oyjn4eVDGExjk1KJsNPAjPNR7hIKFKxyKNsRJ2kjvigOpIbWdwIieKK+JASI2HJ5Fbr2R3AY6oWyr7txaON/MKQof8AKawrU5k9pNa72YPIa6208OKAC/GSD/eLK4/GK6XhE/L1+GX/ANR/uc7xWHmaLKv/AJf5KzueyYg+tJtEgcU8wkkAxAOKQ7uSSe0V9nUj5ZQMgH3vLPpTTJ5x6Ci+GR5fwphH6xBAHnS9RGDKUkRJ/jTfeTmRn8KeYEiJg4zSDaoA/XHpU6tgUMyBzk9u9NGQDgEUQIBxJg8jypsiDFL1ega9Qf3jAgmeKVSR2MD4Uu4KgjPlmvYj4dpoOdE6bGlIIiZiM+lJtIMER8qeQVY3fOvLGDGQareQZQ9AJBAyDjNJscOR3+NE4+6Ph5mlDRgYV+NDzSLGZpIROJOeZooQEgQOPKhNgxgcnuaOgSrJkjETXNUze42HZJSQoEgjvxRJK9ylmSeZoaZmDiRRkI7A03WrsLTqh6ElQwIjmjoSCCor/wC9DSkiIn1oyBKvej+NN5lgcKCIAiSc+YGaMlWQCSfUmhtp3qgEfA0XehJ2zOfKqp5UnRbjg5b0MLmYAz600uuJ/VFKWFqJVBT/AN6c2y8okgYis/WmaVFrZHBf6R+uv3uo6d0zYtKbube2U+zdnCW37hLrTYnzTsK/T3fOuNaxbs3FvcP6futrjUb1rS7NwHb4TLhbQtQHIUhSrojyKlVuPbBeo1zrrXNOevYQ+6vS2220mW/dZYU6k+SdyT6FZNYS8dSi61Lqe6BNto9wpaUIwpxxDUJSJxKn7q4z5pRNfP8AxDIs2pnLtf8AbY9loIPHp4J+l/XccloN9U2GmIc8Bu7u7jXr9yYCWm1Qw2D2+4if/LPnWt9j+kv2GiPX9/bBq+vnVvXRP3iVuLc2k9iN5HxrJ6Cl9es6vq2outq+w2FtpiyICS8lAdcI8ky+RXU+lQhXT9rcJnbcoFwCRBIWJBjtXNzPph8zo4lciyXBSZHPkagvoSlRWFZPu5FSlrIgDHxqA+794yIyRFYjWtyp1GEtKMiIqq6clabq4cTAcuDAnkBIAP1mpmuXSGmFLUAe3rQtCg6ahwJI8QqVnnkxTQ5Ense9ofUOo9L+z1zUNGvvsd9cXTbbLu1CoJX7whYIPupVyK5X0v7SPaXq3VOj6Y91Y481c6lbsvN/Z7cbmisb8pbBHuzXZeodM6V1XSbOx6tdYSyhYfbS7clmVhJE4InCz9agdN9K+y2y1u0uun/6vXqDJUtoN6kt1f3CCdpcM4ntVya7opadnTWyAlOYxNOV5TgxTG/upAETT9vEHk0VwF8nnDCgY7czQFpSSTBBozpMweOJoS5MHiaZIV/AEU87FH5iaGS4AfdnzPeirMEmeaDuJTJFQgxxxIiZTOM1hva84FdLOBK+fE4M/wCzVW5VAIBI5rC+19vd0+QgDh7v/cNLLgZPcrPYyv8A9j3QEyVN/ka6AtRChkQK5/7HP/hd4JGC0fqFfwroCwZgDHbNEAMnGJ8qYqIyM7v4U5fMkER8aaYKSAZk9s9qJO4zuY4qHeWyL2zubN5a0ouGlNKUg7VAKBBIPIOeamKkzB7SKAqYM9+agCJZpdSygXDu50IAcUkQlSo94gGYEzicVd9IvOtdT6OpJA/0+3BMx7pcSFfgTVK2rIAMGKkW12uyeReMz4jCt6Y8xkfjVuGflZIz9GmVZoeZjlD1TR9PgEnIInmvbCVEntzH8/CpBIUrxEfdOR6imLxASIGRmvtKzJnyby2gWMJ2z500zI7+VPgEyIyZpi9wMFMRyJqeYmFRfYYpIGVA4yKYdu2COMQaeZ3CT6z6U2FKTI+AxQeRE6WNIMcR+EU0CE4iihtcTt49eKcm3KjKTAJ+VVSzxXcaOJt8AMJIM15ImQUx3qYmzWSNoMmKlN6fA9+DFZcmuhj5Zqhopz4RWeEvtwOBFL9mURKsxVwmyAUfpS/Zmkj3vlWGfikU9jZHwuTKUWq+Yk+UU4WyYEpH/DVwW20jy70zw2z+rVD8VvhFy8KpHPEJgiSJJ7VJbR6gGgIAJ5IMTUhv4571o8zYyKIdKMDOB2mjNoGDM7qCjdticVISnafvfWleTsWdF7oIARxFFSB2AnyoScAJHPGaImR7qokd5p/NF6QqcCQoCe9FA9AZ9OKGlWYAIEYmjoMmIPrio5p8kSfYckEQUpAIGYqPqups6JpN5q93uLNjbuXLgSJUUoSVED1gVKTt888fCsH7cNcvNH9nl4zpw/0vU3W9Pt1kwELXKpPptbWKp1GoWDDKa7JlmPC82SMPVpHyxew8HdLuHVb7sCytrtK5ddDjjbN0ufMKUhUjyHlUDULl9zd06lAcCdWt/tDqUn9LcFS7y4A/upCW4/347VMuHb1K7zUmWWSph1FrYBQkC7W8trefNBD7DkeQHcVGYu7Ww0C96yUwXXGU3+pMblFO4OHa18yhDYnnJjmvnLbbs9+kkqBdZ2t1caZZ9LaSA0/1LfvBwkkFbaUKWpMjzUUp+Biu2stItbRtlCdqUICQkfCuK6HYX+pdZ9NaVfvlw6Zpxvrh9Aj/AEi4eLnA4H6EjyAIGK7c8JMeQqjO9ki7CuSBcOwdxBgVXPKUpBkZny/nzqzuGwApUGYqA+PeMAgQTzyaymgy/UReNqoTmBHpn+FWliyWrJhjPutpT+AFRtTZS+tKFcSCPUcfvqzs0F24YaREFxKSfSYp4LexJnPvbrqRYvdI0xLwQUMOOnHO5QT/ANBqN7E1N6p1gt5LTaTYWLivdUTuUVoTJmRMKPHkK6j1F7Oel+qr5Goa3ZOXD7TQZSQ8pACQoqiEkd1GjdLez3pfpK7du9BsVWzrzfhLUX1OSmQY94mMgcVcpR6SrpfVZsGkkADcTAinidwEcUNO9JJCgZPcfwp6SrfMTAPpTIl7nlySYBg0JQzHp505TgB97cM+X7xTN6VmAQagGCX3gmZmKEZ2kgnkVIUiIkY+ND28pnk1CAFA4J7HzrC+1s7dBhX7LxHb9Wt9tAISCIma577YCToiWxBJauT/AIR/GhLgK2ZB9jvvadewOCz+S66Asiciuf8AsZ/+G3s+bH5LroSx+tHPnUQLBGDxHpQlgKJkZwRj40aMAFPaZmh7MqPeBRJYEpIkAmPjQVb/ALoAPyzUoSQfOKE4lIM8ifpUByV6QorEE80ZAyRtkfmKj29s8y9cJfXvQp5S2iJB2HMHzglQHoB8TKShSSQFHnvRCj6b0N43ehabdAyp+zYdJ9VNgn86l7DECZNUvs4C3+idJecJMslCT2hC1NiPT3K1KLN5zKGlH5V9Swa2HkQlJ8pf2PmuTRy82UEuG/7lfsVBAz503wlHCpMVco0V5R/SAJAxk1Jb0thsHcd3mapy+L4cfDs04vCc2TtRQItSoEH44NHTYwCqCcc+dXBTZNZBEjtUd3UbZAhAE+grBLxaeV/7aOhHwiGJXkaRDb09ahJSAD3o7dkhGVqHPbtUV/WFFX6JIQB55qE9qFw4rBMetJ1avO/RDVpMHxZdqXbM+6FpAEYGaA7qFu1hMZqjWt5Q95RECmlA7knPc1FpFzOQsta+McaLV3WEmYHzqK5qTilSIA5kmoSglEkqj5UFSmwJJJg8TzV0cGKPBTLUZZcslOXrhErcIB7UH7YP2D/w1Gce7pQT8aF4/oauhiT4Rmlld7spkLCoM54ipCYOcx++oLS3Ns7DESDFSG3SYjNUrKM8ZOgAR5UZMjkVFbWTyO+akocxMxFHzKJ5e+wdMDMjnn0oqUkGDAHahIUDmQPjRwtUe8oE+QoeaMsQ8CDgYIPAoyf2TOaGlxIyoFQnzp4faUSEtqHwND7RvVDrT7dVoeMSCT5Qa4l/SS1VpKtE6fF0pSnkuPLtUkhSwpSGw4D22pLo/wDX6V2ySQSAI554r5V9unUVw911qGoWWnpuHtOULGxUo/rNMlx1uB5uIWkHmTz2PP8AF9Q1pnFd2avCsCnqVtwm/wCfUwrFuh29sbVh/wAfTrPwCHux8FpalKKu5V4tkoZyESOKgaxc3d+5eaW002LP+t7LR7W2QIEM/pXz8DsCYGAEY5NT76ztdNcs+l7O5lD1/bt3KSMC0CVK2E8D9BboSr0I/aFP6VZtv6o07X9WHhLAu9acKlbQ0XSpZWZ4OwxPYE15Q9X8DXdJaTaf2qv9SDILqkpQpXohO1KfgIJ+KjW2cSPujA+NYr2T6uOoNMvtdRarZZcuSi2KxCnGQlJCyO25W4/CK2SlyY+I5rJle5px7RAPgbTKgDVc+DBEIPrMVKfVLpRiT51AvFlKVbSeYxVRatyofSs3iVBChkA5ER371d6Q2F6gwk9tx44hJNZ+0ufH1JbXKUgn5wP41p9Ab3XxM7djZM8cwP3mrcfFlWR7nDPaL7W+vtN631jStD6mctrS1uPBYaFpbLCdoAUNy2yo+8Fcmul+wnqXqbqnSNSvepdWXfrt70MNKLTLe0BtKiP0aQD98czxVbrP9G/prW9YvtbuOpdZQ9fXLtytCFNBKVLUVECUTAJrbezXoLTvZ5pdzo+m313dNv3SrsuXO3fKm0JgbQBEIH1NW+7XBUlJPc2A5PlzTkEnccUwEROKVJIQSSaagcDTzzTFAHkDkDiljPM0ixmARM/uqEBlCQBHux6kUxQWEghUme4mimINeVBSAB9KNEAyrdJA9INc89sAB0loE/8A5e6/5U10U/eyREVz32vthWltAnIt7nv/AHUVXL7rGjyQfYzjT7wzBHgT/jroaxJkHnn0rA+xxIFhfHbj9B+S66A4hMyR8YplwKAj3QCMRmmxAIOcUZaNqcGBFMCFe9EER5etQiAkZI/fQ1J7RUiDMFJIyMRQ1bYBmB6iiiEFxI8UjiiJTPfmO1PcRLkhQOO1PSgcziKgbPoX2O6tYr6BsmVhKnLF19lUnzcLg/BwVrntfQmA2QO2MVyP2SknQrthKsi8KyPLc2gD/lNb1u3zKhzxmvUaLAsuCM5vsee1Oq8nNKEI72Wi9ccXlEio7t/cOySsgCglhDaQFHjtTFONJGDMfWtkcWHHvRmebUZNhFurODmcUJSVrkknM80cuIKN3I8wKE662lJJUJPNPHUxi6hEV6Oc95yGFjgyJFeCEgGCJ5HlQHLhKjtE14uJ2ApUcg/KnebJIVafFDd7hFuAH7sA0LxdxAz8YpinoIO740xdygpGDnyFNGM5FM5QjwFUQeCIHNRllCTKVc5oanlKP+VCKyB7yoHlWzHh6eWYcubq4Q9TiADuPxphdVOAI7U3eFY7cUMuGf8AWD6mrXFR7lHU2fKHQfV1g5pLVxrN0i51LwQXbh2C8SRyF/eHpnAHpWs6J9tFy51nYdIvKXqFnqS/AZcUSt+3WAdqpiXEYO4qymd27aCKzeu+x3Q9XtG2LTU77TfCkJUzsJPlMpk/Ij8BWx/o+dE6X0VputqsdauNQfur0MvKdJBSloHaCmSJJWsz3G3uDHjNHkk5txPZayK6PeX4ev7HZ23v73J7VIQ6JAmqxDgA5Jj14o6HkggqM5nmuyspxfK9C1Q568Yo7bgGd3NVaHAPKOKOl8AgQaPmInl0yyDnu/e5oyV+Rmq1D0DyzRkumSMDyNRZURwfBNcu27dly5uXEtMspK3FKIASkZJ+AAmvjLW7+/f1fWOsr1xDrzSrhSrJsna5cBxTzSknzUVrHH6+OK+nfaXfpt+hdWbKlA3rIsgByUvKDa4+CFKPyr5OtXGL+6sUaQtTjOmLZKVEkh5kFDqXDxJ8Szcb/wDqeprieK5uuUYrsdfwrD09U2LY2CtQ1q71B+HbdP207iIS9vUi1b45/R2yj8HR50Dq3qAjROs0sW6k22m2idKS5jc9cOgJVtHMJ3Jz3Kz5VPS6mze0LpjRX0KaGoJtnyTuV4ds14jgJ81bkJUf7/nWdcN5qPTmkrsLYrveouoXNVKTO0tNrU4nd5AQ0PmK5F9jsVR2b2eac1pPRum2rKNjQa3Ng9kKymfWDFXJEK4jHPrT7ZhNvZMWyAAlptKQPlTFJlZ3DBiBWOcuptmmMaVEBe7xlKmcH5VVXiiEqcP6okz6irtxO1JMjmKz+tvhhAAQpW8x7tKNuV+jsA6hd3HYlKQfXn8orW6E+iybvdQWQEW7QWon9kAqP5VltAWl1h58lOzxInthIB59ZrRJsbjV+lNasNN2IuLy3ftmXHSUo3qaISTgmJUMx9auhtEpk97Pk1zrbrFVwhbXVOspSU7yka0/BE/72PhX1L7D7i8vvZppV/qN5c3V1cC4W47cPqeWf07iU+8okkbQmK4gr+jL7QEOGHenVYgFNy6R+LdfR/Q+hK6Z6Q0rQXEoLtlZtNPFv7hdCRv29yN26MfIVc2nwVr4l2SYzivZDUSMmmrWmDOPiIpSQWwRFREEBxtgU2Qr4zThiY+dNGE4AM1CHlEbT73wpsgAQRmnQO8+tIREAeVSrJdDCCVx2rnvtgJTpCBP/wCXueR/dTXQxIPeue+2GBpCAfvG3uoHn7qKE+Ax3InsXJVpl8VZ/wBR29F10VwEEkYFc79iv/wu+nEeAYPbDldGXMmACBNQAFQkCY48qbHvRAEpP5ijbREEfzND2ErB9CaNEBR78DBpi04kiJqTtVIAoagrgDJ9alEKt551OpJtC0oJUz4qXQJSSFQpJ8jlMecnyo6AsQShJ7eVPuG5cbXtyARPfJH8KIEggTmDUYLOg+yO7U0vU2ViN6GVgHsQVg/mK6GvUFDvHeuTezu4Fvqzzef0lsQPiFJP8a6Al5xauDEepivUeFJT06vs2cHXvoztJc0WK71bhP6QwT50E3ikzB9ImoqfMkpkUqnowEzArpdCujG5OrJQuXdspBjtTC+pXzFQ1PqIHbvA+dMLryidqTHpTLGrsrlkfBMLpHJAI4pqrkJHpxFQiLxX+zMTzFD8G7JyrEZq+ONGac5Exd2k+6SM+sULx/eyYkcTUVbboOXR5YphSrkOGrE0uChrq5JRu0gZMGKF9rBmFZMHPJoSfDAyAcHkU4upAJSEyKDyVsFYl3Y43BURLkd+K99oR/e+lM8WRkjmm/afT8v4UFkkB44o4/ql4NP0+4ulCPCQVD/e7D6xWb9l3Ui9J102dy4fs+pw2STgOg+4fmSU/wDq9KN15elqzZsUry6reuD+qBj8T+Fco631gaL0xfXSHAlxTfgtQYO5Xu49RJPyrymkSx4nkf8AKPT6mTnnUfw+p9fpfhRHu+tEQ6SeQRX506F7V/aL026hzR+tNWZS2VKDTlwp1qSIy2uUHHmD+Vb/AEP+lr7UNPcSNTTpWrNggK8a28JZAEYLRSATyTByKWPiWP8AqtF0vDW/utP+fifbqLgg80UXCoB3Y718wdN/0zNEuEFHVfSV9ZvAI9/T3EvtrOdx2rKCgDEDcqZMkc1sNK/pW+yfUFITdX+o6buUUzd2ZMATk+EV8wPXNao63DJ/eRQ/D86W0Tuqbkg4zPbzo6LokxBxXLrD27+yTUXA3bdf6WkkSPHUu3BiO7qUxyOf3GtNYdd9H6ikHTurdGu5AUAxqDKzHnAV6U6ywlw19SuWmyR5i/oZn2/9R39vpWmdO6a0v7Tqbzjrb+NjamgkJSr/AHi6R8j6TxlLw0hpuWrdu+u3mftTbeRbpecK1gdoHh3JHb73bFbv2s60wrqkKev0Fm3Yt2UMheBucG974JDyZPYD4VyZVrq2tJ+zPKCdUu7a4DrihGx1LDdueMCHbq8gD9nFcLWT6ssvodTSY+jGvqO6ct7/AFLw12RbavU6G/fIWr7qbvUXlLSowJ91LY7cVutD0ZmwXofTzCipuwt0MlcEEgQD6iYn50tvp1nZun7Gwhvx3m2CoDJQ0kJSJ8gDx5z51b9PoD2vOvnhvdyfl+6s0nSNUVvRrnCOAI/Co6t0wCfrTnnQo8zQCslcjHrWQ08jXUlawndyeYGKhX+hM3TBUu5iAQCEzUwe84k7vM0S+IatyRzBqBapGY0/TGNNt0Wze9Yb3GVcyVEkx2rY6K2EaUyqMLKln6kfurLqkkyO37q1+nM7NPt0RG1sE/PJ/Or0qiUVuFjiBz5mpKP9V5ZFRTMwIxUpAJaHxjmnVCsaqcY+FKokIAIEd5pFJ4wK89IH3sT9c0zFGEJOEg8dq8EyJAIpOQRAxmlkwCTxRAIZgifwpSFmOOOZNe9KVUiINRIgwlSZOwnFc89rySrTGuf9RcjI/uoro6TMyPSfKsF7WG0uac0CkH9Dc8/BFLLgK2ZA9jiUt6dfbiJlgfguuibZJ4j0zWE9kLYRpt6gAgfoRHlhdb1xpCVSUgkZogGbSR3ETyabthad2Rn8qL4cpEnz714IIgJcOexqBAQRHPbkUi0nOOOKNsIH35I9KapKtxgCiAivtlISoHvxSJRKOe45o7yYb3KgdiZpGwkpIkHgzQYS56LQP7Q2yN8BYcH0QogfgK6YGFRJISDXKtEdVb6raOo58dCceSjtP510ZV6qBHYV6Pwa5YpRXr+hw/FJKORP4Fh4bCfvLJnvXlO2aQe5jiqld6VZUr5UFdyFD73nia7axN8nHlnXYuVXtuIIZBnGaCvVEgnbtEfKqhbgiAo9poKlkyZ+H76ujgS5KpZn2LRzVVke6qormoLJIBj86geIYEEHzxTFvzOYxVixpMqeRslLvFSQDJOaabtcSSRiagqeG4ScUNVynGc8elN0WL1FgbxcSVwPL0oZuicTGIzVa5deY55pi7lUZMRQeMHmbFmbnsVYNN+0p7nPwqqVcGD70QKH4pOSo5oeXXcCynDOr9Q+1au+UrJSxDSMdxz/AIprjXth1EeDY6M2vcUzcOyfekDakn6qrpdy94jqlqySStU8nv8Ama+euq9YXrHUV9qAclK3Slsj9hPup/AA14zVT8rF0L5HrNJDzMvW/mVQMGRIr26eRn4Up2uZSnaruBwaZBBzOK5B2t0PSqJMmY86UqUTuJJIEDFNxM/nXpAEYoMKe1Dy4pUkkTwJFPDpSCgGQeIMUHI78Zp6TjbmhRZGTvcI3cvtK3surRIIJSvt3/dVtadW9UM3SL1jXr9L7QXtdLxUoBS96sk91jcfM55qm8T9kY84rxUZx+AihQyl3Nna+1zr6xDW3XA6GpKQ7bNLic8lM/PmrvQv6QHWejvFRstLut8BXiNrBI8vdUIrme3cYTAk+fb+TTRORPmaHOzD3ujult/Sg1AEC86Ut3VECSxdKbHOcKCv8vWrWw/pNaE5A1Tpy/tsknwXUO/DnbXzyQcqIkwO3zpBkie5zS9CLG96o+m7X+kd0Ip1KXGNWa3EDc5bIgT391ZOB6VeI9tvs71lKWLPXVF1Ue4q1eHJjnZGfjXyMszmfPPzq/8AZ6of2w00KTILpweJ2qg/U0JQ6YtghWTIoNcuj68H3VCeTitwEFCUtiAEJCY+GKwenFx+6tkAABbqEqJOcqHb/Oq32k+2p3oTqf8As+zodrfH7Kh9S3L8sKClKV7u3w19gDM96urhGO65OlrTkkZmpQTDaUmuSez722u9edSM9Pjptu18RtxxbqL/AMbYEjmPDTgmBzia63kpSDAgUfgwN7WgauRIzOKR4kkDP8a8Sd4JFNcX7wO08ds5phRAMkRjvSwSkSQe/wCdNK5Bx9aqmOqdKuuon+mWnyb23txcuJ2nalBIAE8TJGPKitwFxyQQR5/GnHJx5YpnAwflRCnI+AxUCNR+t+VYf2o/+4tGP9jcYPwTW7Sn3VSCMVgfa24lrTUGDBZuP+mklsiIH7JR/ol93H6L/qremZ2kHyrB+yEzbXs8wzP+KuhKHvQMmKKICIASCDgzTAB4iP8Afj8DR4BSMCmwErQQc7uKgARSYPn8aRaTPY0RQnMZpywniCMUQlffpfDKTbrShSXUFe5O4KTPvDkciYPY/Smm3DxaUlZb8NRX7se97pEGQce8fWplwgKt1p9QePWhMFMbR3B5oMiJFklCLll0nb4biV4MDBmt+pxJBEkYxFc+SJTwR2Oa2KLrckKxkCvQeBT/AORfL9TheNLeD+f6ElYTODzmJoagnuc/ShF8EEBQicGaE47IkTkfhXpU2zz8qSDqACIEH91CUpI7znmgqdk7fzoKnVZCT2PNOr4bEfIVxQScmP30Bbh2zgQMUNxxW3JHyoC3SrAjPFMn3Fl8Ajrg2mMHtmhKdT+/FBUtcTIz2jyoSlkAyAPh5U6kkVtWFU8OxxPnTC6QMD4igKWoGVRkdqZ4vcGcYM0W1wCiQpwCYSeOaGp1yTgc+dCUtPJMDzpDcIJnYqlsnSj5g6p1+2sNE1B5t5HiJbUhEKzukpkfBc/SuDHmuk9Y2niac7ei3U1ubbZbBclSlDbBPH3ke8fNROK5+9Zrbeatwnc44hCto81AED6EV86zZZZnuuD6BgwwwpJPdojUu9XczXQOp/Zo7021pWlm4trrUNXvQy1tCkqTwkp7jbuUnPNW2p+wfqN9zxtLGmMNwP0f2xxeYzBLY9aZaPM20o7oX7ZiSTctnf5HKsd+aTcfOtTpfs06r1zUtT0rSLNq5e0h0M3RD6EJSskiAVETlKvpU572Pe0K3SQ50wtS0j9R9pWI77VnORFItPlkrUX9Cx6nEnTkl+JiN570oV6d61qvZh1slOOlNWWrad2y1KgFTjiZER5c9+9ZqnRvUmiMpf1fQdSs0kmS/aLbTAAyFEQeaSWKcPvJr8Bo54SdRkmU5WBkp5PnSpcAAIkd+aYELVwCaTI7VXSLlNoL4omc/Ol3o3ST+FB97yr27maHSN5rJCVDiRkgelNnMjMyeaGFJ7zzSAgd6FDeZdBlELEzEDNX3QKQ71fp6AsolapUO3unNZuRPNTtF1Belanb6g2ojwXAowYlPcfMSKWcW4tItw5ks0ZPs0fafTQD+r2qTEBSlnH7IKh+Vca9r+ohPtC1txf24hK2G0loNhGGUA5UJImf411b2bX7WsC11S2d8RtVqpwOZG47ggkT55j0+NZ3qr+j+rqnXr/XneqLZty/uFuhC9MUvwkqmE7vGEwIEwPlVkZJGTJFp0Uv9HJ77X1df73rtxFvpZSEvLQQFF1uMJ4wDzX0WsiYIjFcu9kvslPs01DU7hWsM6h9ubZQgotPA2BJWVT76pmU9+1dOUYk/DijduwJbDRIXmIAxTHzGRmcRThlZxk+tDdPaRmiiCJlSeKVVuzLbpaSFbckDMSaamT3ijLBCUJMSEDj6/voEEASMxNFKUhUJAkCmJJgDmafA3GB/lUsgqQCCJj51zr2wg/1fZgJB91/dJ4EIH766MkylUmDXPPa+kL09hW4jw2XlAA8++0I/Glm9grkT2QBSrS8MCQGf+qugq8UEQ2k+gV/lXPvY+Sbe8IOClr5feraa/1BpPTdqi+1m7+y263AylexaxvIJAhIJ4ScxGKMb4ATiVbRKSO5GKGXUhQUpKgArkifyrPo9o3RL6AW+pbSB3UFI/5gKRzrno1xk7OqdKHBzdNjv6mmpk5L83LGRv8AmRTlPsqOHUQR51mB1Z0s6SW+pdKV8L1v+NTWdSsbxI+x3tu+I5adSofgalE5Ldx5oIcTvJKkKHuqzwe9Q2UtKglxwEyJ8ZR/fQFhLktmCFApKSPMcGhIt2WhsaC209whxSR+BFK16Ess7G2DjqG/t922kT9wt59DvQrHwzjmtAH0oQlKVHACRMdv8qyTKDbPePbvPIUTnc6pfYxhRIHNCcYa/rlnXFthd4lg2odKRhsncQAI712fDdbg0kGsi95vn4HI8Q0WbVTTg9q4+IDqD23dE9N6nd6TqL1+tywTNw6xbhbaTIBTO6SROYECCJkEVU6T/SK6K1m/FrbWGr7XSsMPJZbKHAkEzlwEceRJ7AmAW9Xez/pvrR1T+r6eyh9wpLj1vvbW6AUn3ylQk+6BJBMVjnvYPprF1b3Gh6/caf8AZy2pLZQt4bkgSokuAmVSSMDMYEAPm8XzKTeKSr5MGLwzD01kg7+f8/sd8avmbm3RcW7gcaeSFoUO4IkH6V5VyTABmKwPR7fUfTVkdM1HUbLUbRBWpot2y2HEFSyoyStzeJUeYPqeK0SdX2+8thST32KB/OK6+DxbTZIJzlT7p3ycnN4ZqITagrXqW6niTAwPOgqeMQAceveqxetMzhi4PqUp/wD9qYdXt/8AaIeT3Etk/lNaFr9NLia+pQ9DqFzB/QsFurMACAKEVqmCeah/1hbkSl3E43JI/MUn2+2cV4aH2yo8DcJPyq+Oqxz2jJP8Sl6fJDeUX9GSPFUSUmPSk8WDPAM1G8aCQe34U0vJJI71d19jOlsSFOKIjBjIApfE+P0qL4iRBGKT7R8PrQ6rBXSfDtxrik2JQ9dOOOXDm95EeUgg+UjHoCcVU6ZffZNUY1J0Ff2dzxgCJBWnKZ8xIE+lAuXPtDz1wVElayqTyZM1caBpVtdaffXl4+hppkITuUncRJmcEeg78mvnUU06R9EyS8y5S7l1pPXmo6p1do+r9QOMuN6UhSRjYB7p98/3pIPyFTE+23rG2VcoS7aOh1wltS2pLaZOEkET2yQeKzmg9KnX7Z+5Z1BtlTLmwoUmSZGDzjv9KFrnSr+h26X3rttwLXsSlIg8Ez+FaFnzJWmzO8GJumvyJ2ge0bqHp9GoDT3kJd1G4TdPOke+Vgk8+RJM+hInNB0j2h9Y6JqbmpWmvXDjjp/SB5XiIcGYlKsdzHlNSG/Zxq6mw4bm1SSndtUo49MCo7vQOtN/7S1PwcP8KXrzKt3sP0Y03styVfe1XrnUdTRfv64tAQfdYQIZAxjb345MnnNRNR601jULNy0ujbOoWCjxSiXCCZ5JnjGfzzUdfR+sNkhSWjHMLqsvtPudOcS3chIUoSADOKrnKc3c3ZZCscemGyOo9E6bb2XRaNTfbbaWs3FwXymFpbjYQFcgEJVx2V6wc4jV+iW7P7KjTXyrwwtTpE++CVbIOcmATwI78nRWmm6J1j01p/T72tjSbiw8NE3PhgKIRBhPiSoE/AgjiqLV/ZHrempL7d/bLYK/DBc3NL3ZkFMGOD3NZIx5lJmic+IxQx1jRtbsNT1DS7Flm00+22t7m4e3qUpYKoJHAKZntWOu7VdtsC0kEpBPzAP766EjpDUenehbw3rzDTmqONug+JKPASQUqkZkkrEfCsn1C405eXLqB7niqCREQAYH4U0Jb7CyXFlGUENhcGCYH8/MU2pV0lbdpaIP3XEKeA9SopJ/wCotXFR6j2No7fXbNmxt3vuJbSVKCUgkxknAHqaYGVFsLHeTWq9nemIu9XZfcEhDoH8/Wg2FH1R7KbFnS9L+xIV7tnaMsAxzAOfmUg1t1PDgHH1rC6JqyNB6M1jqBbZdFk268pG7bvDbe7bOYkGJ9a5wj+lRpalAOdI3aADnbdJV/wBIpGrYyZ9D2ziFOn3hgx/P1qSVJk1kvZ71Oz1l03adS21m5bNXxcU226oFQCFqQZjHKDWlWvJg544po2BkLX9VvdOtFO6ZYm7fj4paEhO5eR7u5SRjPvfKhaNq95qpunLvS37NtL6k2ynOHWTCkEHgqCVJCgDAPlIFQOqdCc1lFq5a3BaurZ4KbWUyCk/fSfQj17D1BdomjnSTdvvO+Nc3iwt1UYAGAkDyAwKzrzHm52/x/ezo9emWk6a9+vR3fUu91XT8Oe3c0Kdy070AqAMSBIpzVwLpJdDDrQSpTYS4nafdUUkj0O2Qe4INZXX+gtB6puEXepOXKHUpSkFopOBux7yVAffJPwFV6vZRoHiM3DWr6uy7bhKWy260hMeXuoBOfhUllzKVKFr5/wCB8Gm8PyY1LLncZd10Wvr1fob9HPpNKHkLcU2MlPM1HSpRVJMeeMUqEJS4pQUfeJ58q0WcpEpMFKj65rnPtjUfsVo2ICgy+fhlsV0EKUlMAxmube2Qp22bqzEW9w2BnupozPpsP1oS4CiT7JXUN2t6tRASG2yfIRuqh/pB9V//AMNRf6JfFt9vUmAlWyFFO1wH3VCQJ8xVt7K0/aLW9azBbbBj4msX7dejNE6N9lV3a6HaJYbudVYfWBkkwoRPJA5gkxJ86kXtuQ4Oz7SesG07RqLSyT+vasn/AKalI9p/Vow59hcKYJ3WbY/ICsi0w64ZbGatbq1Db982B9y0Ycz5ktT/AMxo7cEpmhR7Qeobr9GvStHXI/8AkqB/BYoeg6OzqN8b+7t29zyy6UAe6CTMR5VS6elIvAopSAbJat090tE/mK1/TrhNuy4BCcE+kGmSQje+59VW2r2DNlZ/abtttbluh6FuBPu7QSe2BNVrVlrha8Z7q4NJUoNoNwLVG5XkJQJNVlt0zpfVej9PX+oF5SrFq3ebSlwhJUkIPvDhQ9yMjgmI5qi9ujd1/wDs9S7aAl1rWbRuUqgpSpu4BP8Ayjv8KCXU1GwNuMbRuUaP1q4JtdYtbgH7pDTbk/8AAoV5ege1ZBSQrTiJxOmuknHo96GvnHTtQS1pusIUcuWLaU4/WN0x/wBO6gab49yq7tLZO0uWjri/91oeOr/7Na3o2r978jAvEU6XRz8f8H0ui09odupKbqysXFHkJtXUH8VmiKc6wZSQvpptxXo+4nP/AOma+a9AvL+4unrZi9fQRZ3T8ocKT+iYW75+bdO0fqnqx19+2tOpNWb/ANEuXiUXroKQy0p4xCsH9FGPM0r0klfvFsdfGVe7yfRFzqHV9unerpG3Ce5VqKx//grA9R+3uw6T1p/QeoOnblN0wltSvs76XEkLQFjJCeyhVL7C/aRr+v8AXX9ndX6m1LUbe/sLxpDN1duvIC22S8FhKiQCPDifU+dZf+kOhnSeubO/Tplrci8sG3F+MFmVIcWmDChiAmqJQ6JU3Zpx5Hkj1VXzN/Z/0j+h71xDH9X62lxZgAMtGfh+kFdH0TUT1DoFz1BZWN6hi2UEuNvJSl73hIISFERg9+3FfOfsx1RnVi4lzpjQLdLSV+E+q1WsreJGDudAB2qwrO0DAnNfRns4cce1a90u2ubNu0abVvbtLcNIUlrYgAp3r93c64QqZKhMmSKryTUE6e5LcpVRk9J9rPSWuam1o+nv3q7x4nY0uzWmSASfejaMA961AuVJdadUhTcLE+JCccdz61l06T0n031Pcrd0K6OoNPIdW8L8JQVqbSTCfC90QYieZrQ9UOWr1hbutpAbuGkXCUrUCdpBkeowRXQ0DxZYue/Ut16bUZdV5qyrFt0PZ+vf40Et+r9DvNUGh216ld6pLylMcLR4akAhSTkE+ImPMZEjNWK3wBunBH8/z8K5Gqy6YsettAvnNddYvwlxk2ynT7yClW3tAQNgEHmR2EG40K566/tZeWmqupTobajcWivddW8lwna2HBjanaTlIV7yQcEV6LSeIPPG5Le62+R5/XeH/ZZuMXsknv8AF/A6GbgCJOJpnjjvP1qou9UbtUJedSSyowpYiEDzPcD17d4Fc0f9v+n2rzls/wBP3XiNKLa9riSNwMGD3E1ryajHi++6MMNPky24Kz59Z0tZRdquVFr7ImVDklcwB9asLMW9npIS44EC9uoUTmW2kz+K1D6CqlzUH3G3m5EPueIs9yZoCnVrQhtRkIEAfOa8PaR7mmdR6JZYa0x26SUJNw8tYEge6PdT+RPzqPrFlpurM6vqt3aqeVahFpaELKQlyADgHPvuAfKsM1cawwwEtnY2kfsJ/hNR7dzUH3YYcdWvd4hEyCZmY+NPKa6VFA6e52O2dYs7RqybIKWW0tgzlQSAAfwpHbpkpyk44iK5u071SRhII9QP3UUudS/r26D6yc/jT+agdLNde3NuRtKVesCqnpzpPTOo9G6q6n1G6uGUaU2VWwbCSl1YSohJJB8kcR974VQP/wBeON7XkhoAchRH76da32v2ejP6FbXzren3itz7CYCVq93nE/qJ79qpnkV7FihaKq5JSQkvEx5VJR1X1Kzbps2OodQSwj7qE3CkgfAA0D+rHDG/fx71PY0hJBU/4iY4AGT8/pVXUixJ9mGHWXU3itOP6zd3HgqSpKXnlLT7pkAgnie1VT12/cFXiLndk1ZHQ0h+C8rYM/c5zxT19PAtpUy8sqJMgt8DEd896icVwBqT5Lvpj2dXnVNxotmxfoQ/q7j6G0vJIQhDSVKUokSY909u9ZvqPShoOv6hofjNunT7ly1U42TtUpCikkSAYkHmt30svW+kdVstX07WfftrRC2EXLZdQ14zSSuBMAe+riKzusdLvu3RvHNQQp67HjuApJO9WVZGOZplKk0xem6aIjNiE6WhxYjcj+J/fWz9lunnw2ngOQpw/GSP3CssrQtVVbJZ+1BcgJjwoj0mtX0pqyumGmre70q8WjaAX2Ub0j5fGq01bZY1aSOs+0C6Xo/sP1V5lUKu0+Gr4LeS2f8ADNfKOZr6i6r1no/qPopjpu91W6YZdDSnlNMLKgQd0fdI+8B9K5afZ77PLha02nWl42oH3Q5YqP1MCnTXIji0+D6H9iNu7ZezLp+3dwRal0R5OOKcH4Lrcb1Huc9qx/SGvdK6Z09p+lo12ziys2bZJUsIJCEJSTBM9vxq5/tV0wobhr+n5AIJuUDB47+v41XZZ0SfYumz+iWQeP41EccnPmait9SdPLYcQ3runqUnJAum5H41HXr2iD3VazYSmJH2luRPHfvQvuHy5ejLdpcH0A70u6TEgwKqR1FoKNyv6704BMzN02ADz50dvW9G2hatXsQkp+8blEfnU6ieXJdi0Qv3skU8LMyVCqtnV9HWuUaxZKB/YuUEfnRUaxoyyANYsVHkRcIz+NTqQOh+hZheO0TNc29sxUNMQfdJDSiPiFord/1vo6PcXq9kkn3s3CBifU1yz269TaGxpdspvVLd5JBbUplYcCVKIKQSmYkJUcxxQ6uyD0NK2XPsacC2Lok48Nvjvk1F/pHsqufZu63Aze2xE+ZWE/vqD7B9f0i40+5SnUrUFtCEQp5KTyqME+UUf+kNqumu+zK+FpqNk+63c2xCEvIWZDqTG0GaZbOgRjtb4PlzTLZKm0q84knt8KnaqyUXF+RB3aTaqH1Yqht9Vu7ZOxsJI/vJqc5rguXHVXLKkhywbsxsTMbdmYJ/un8KihJSskpxcaQWyYeQ8w8GHnfFsXzIkgShxMYHx+taXppa2tPZAYWkoBhKuRk8/wDasqh2xP2Z37S4fsrKmihTRBclSziJAwqM1c9P67p9hat2rqbs7FGFeDzJnsTVqKWj6l6EuCvpHTVHs0U/RSh+6qD2171eyvqBTa9qrZ21uUxyD9obR+TpqT0Br2lq6Q01QvWm5S6QFkIVHiuZg57GoHtD1HSeoOmdc6WRqjDC9Qt2yl9aiWwG3mnjBSDuUQ3ASMkmlumOscmuD516PW7q93qGn3DpO7Sr98epZtlvD8WhQ+j9WuLLWPGulr+z3FpeWRUoe6C9bOMjPxcq4sunbXpm9OoW3U1tcK+zvsKbTbvpKkutKbVkoA+6s1ilqdt3FW4uFBAVJiYnzq7qb5ZT5aXb8i56W1DULXXbXc6UNPrNo6tz3UpQ6ktrknA91ZpeltUvWeorNJVsS+pVk4VmEhDyS2onyws1Rl94hX+kLO45zzTTcPAlXiqkkTnmi5P1YFBehvPYTq/9U+2XpW6fEJuNRRZuSP1XwWT+Dhrq3t79nnUHVl1o7uiWqXXbVFw3cFSwkDLe0ScTlePQ189aBqb2ndQ6bq4dhy0u2bhKyeChYUD+FfWure1jou5unHk3xPjqTc7GSHvDS57wSSnPubgFGMQZqic1F7l0cWSak8a4OaezjozXukrG6/tFYJbKLtK7cB2fEWpISRjtBB+RHIrtHQ9/c2Wst2rDIWpTC2SFOfeUEFapJJj3ymcc1gdV9qXRd/YuMPXl0hxpQKEO2bqVbhMg+7AIE888c4oXS/tJ6PsNTsbteumGFp8UFlwAyuXDAT3x9KrnuyqEJRpske1S81PQuvmnXQ2RqdoHw2FlSd29yfehJMJQkcAZqu1z2if1Vb9PahdaSzfMu2LjaUKum2FoeZekgLUhyZS6jGIgmeat/a1r3Q/WV3p79r1Mu3OntPNOKVYOndvKfPaREK7H71ck9ol1oDnRbFjY60L67ttTW80UWzrQSw42AsHekCdyG++aXFJSj0s0yhKGXqS7f5IntA9qjHWlnY2L2glpyyWS47cPhbpIAwkobRtBggggzjiJo+me022sjbXDenrbcS5K1Ke3ICFqTv8AdAEqABjMZGO1cxTIIJEgGYPBqY7fNXNu2y4w20tkEJW2I3yZ9/ziSAefOa24p+UumJnzLzpdUt2d+vfam0bd1OnXrNw74ZLYNqqCuDCSCsHy7d6xLnVvTN44q7c6LaKnyXFECMqz2dA79gPgKz9jf6RcWrCnLlhm4SBvOEkmB++Tjz+mTceKHFICpCSRIUYrqS10pJW7+dHNx6KEW+lV8r/wRkiVCpFi0l66G5PugyaayySkrJHHlVro9qUpLihzxiuOdNuiVd7U2SgAkSI+FE6fswlsvlrJwP5+le1FvchDbfKjVxp7AZZQjAgeXemTti9i1s7F25ZS4hgJlRAJV9aKu1+zt/pm478c/Ci2TvhMNIbyJJmI8+1R9TuVLbSBBJBSJ/n0p5OKQqTsi6loutKt3HnNKNsykwpdy6hlI45LhSBVffWVzYpaYv1WlqrbuSPHDhKeJ/R7q7MuyZ6t6U8K4wNStffUP1VkfTCs/EV86uKv2HnLS8Q6XrYlpYVyIJEZ9ZqRxxm9wPJJWvQulq0xtAdd1y1nybYfJ/xISPxqEnWNJC1Jcu7kR91aGEqBx5FQI/Gqh9ZcEFl2PPb+6oZaUVGELMeYoPElwNCbfJoHNcsjuU2/cbQSBuaTPx+9XrXXG1vAodclAK/faEYE9lelZwp7BJqXpbgt7oPrYDiUAkpVwR3HzGPnRjgUpJDSk4ps6M1Z3V9p+pX7Oo2jdtpzDVusupUFFQQEQnzMjvHaqe413TnLm2ZN26lXgNY8HAJAP7XrWbt7+4S19kcUoMvGXBv+9PJ/I/KowW5cXy7pTaSVqUuCYA9KulpYveN7v4lUZyX3uxtD1Bpzac3RVPYNZ/Otw5oz2mW+n3N1qGnuI1O0TeMi1vWLlSEKJADoaWssrxltzasd0iRXGkIdcebSG2x7w/WP8K6N0mxcr+yNFDMOPJBAJOCRUx+HLI77FWbWvFHfll51O1baOWUX+q21uXgdu8qg7fgPUVU2T2k3LqUI6h00qUoAJLigSZ4AIEmqj21Xt0vXbK2caRtbtt6dsmdyiD/yisl0wS71JpTZaWd16wCAmTG9M1Fo8XV02yyOacodex9AtdKFKN9vctGPdJUCD+EzTldMXSoBumCBgAkngfD+Yq5ZuylqU27qsycAfvrxvHMf6KvP95P8af8A07G+GzN/qGSO231RSL6VukAvIubYScnJJ/ChK6ZvEqlN+0CohRMqzHyrRu3bvhJ/0bH+8KiLun5gsf4/8qC8MxvuwvxPLH0+qKr+zF64lSV3tuUkSefKPLyqQjpzUAgtfbmlAiIlWPw+NWIu7kJlNulU9t4n8qM1qG/KmXgRgDZQ/wBNxp02wrxLNV/sRLvovWtMuhbvalaLUG0L3MXSXkwtIUPeQSJgwRyDIMHFBa6Vvwvf9vaCxjdnH4VcNX3/AILpJ492KKLtcz9lWT3nbn8akfDYcNthl4nku1S/H/wpVdHXbqtytRZk9/enn4fGsv1p0vaaWy05qFz4qdp2eG0FkAQP1o9K6Qm7dAj7Kv8A4k/xrE+026uCwjZaFQ8IzLg/bFPHw3HfcSfieVrdr6r9yu6E6cstQafc0q4WyFJBXvY2kwSJ90mj9d9Ko0fp261K41FYZQ42VhlvcoqWtKZgqA5I71K9lz9whNwk24RDSB/rPX4VK9sD76vZ9qZCWxlg4UT/ALdv0oz8NxxltYMHiOSaUW1ucZRc6PcALTdanJ7m3R//ANKepmxRchtu+1EFVop8Qyj7oBP/AMzn3T6VR2hvAynaWRjvNS33L37Ywv8ARqV9geRiRgpd+PmaC0EF2ZY9XNycW0XrWnWzybcnVbhxbzhQWS2dyACIUZO2DJiFE+6ZAwSSztLJwSpdyCmeUJ+P7WKzdnrF82bZSmHMO5UFJyJBq006+vHVupFofdWUH9IK0w0OBqlf5/sZcmq1UN21R1LpbQxqmmJeTfOpDSyyAtMkAZj7396rC76MZCLl65udzTFo8+tRTkIQ0pSsE+Sf8jUX2bXdwrRX0FlIULlRy55oR6ela1aLm8Wqy8Jo/a2V25TuOQ4ko8vWklooRlSTJDXzcfeaORXrfRwWylNwp0vuBDQQ2UhSiQBlSYFZG61LpIXCrd7pu8dcbWU7vtiEJBB7jwj+dXbVhfM2baFfZl+Gk7ZSVQe3eh6p0wBq2oqDzZS5dukAtHHvmP1q2vwuLa6UZsXiqp+ZIpHHelUJJT02tRHH+npj/wC1UC5d0QpV4GhFB5965CgM+W0Vqbvplm1eDaGmXUqZZXyU5U2lXke6qY7oTSA0o6bhaAoEuDPKSfqFUv8ApaY68Viv4jJtXejNrT4ujKGJJDnp8K6wrpn+r9LsNauNIthaXNmxeFVuuSG1oBmCOROYnj51jNT6cfcatn27ZlAcRuAK+QHFo7J8k12TS03177MtKYX4CnTp11ZTKjlLrqU9h+qU1mn4eoNOXBfHxDzF7jp16/IxjbdnfmdrSCUhuEr2zAgEgzkxJzzOBTk6DaBQV4CHODiDz8qzjb2oeJbPpuG0t+GjxQEYkbZMbuTnt3rcWOjIvG3FG4TKUlQ8NEHKgEck+dXfZdLXvRZglq9ZB7SX8/AiajYWd1ZKS3YDx9wIJGCO+Z547VVo0HQX23GdTsrlKSJBbQFyQeIP8a6Fcezy0/s45rWnareG4QhzagqTsUpJUlIwmcnb371lNI0u+1RTTC70Nl0lAVG7OY/Khj0ekk30tqvUGTxDVwiutLf02/UzFz0X0guQ346FcBKrRcmO+4CASMx5n0oNh0N0/drcYLjEiChS97UiY/WR/PrW6b6V6t8FDi2kJcIClt7kFSVRlPA44kVUpa1b7evRzp/+lIStfhqAJISQN0BX94R6V0X4XGNNxX5/uYl4tkldSe3xX7FXa+zbSHmils2DzgMQ08lXb8Pn6UB32a6cl1aTYgEKIjxE4/xVeJs9RcvXLRWlS4kBRSUlAjGZODyPrT1abeSZ0LM5yf4VJeHQqlGvx/wGHis4v3pX9P8ABxxqydS2EpR7yuSOaurO38NobkEd6AGwSNqABM8VYCduFAEDgAx+VeRW57IB9mLt0iQQkH41atlCYAA+QioTSXS7Ij4RRypSUncmInNQNFmi6SEtkbecSfQ1X3L4WSpKkwlX6vbiaE65cIDYQsSDiST+qfOq9199BVvWjMSJ9KWTsKR2X2V3hutGe04ncqye3DP6q5UPxCq557Z+n/6j6hb1plADGpArVA/XEbx+IV8zVx7I9cQ11MLFStqL63U2B2K0wpP4BddA9p/S6+qOj7yztGt92xFxbADJUnkD4pkR5kVZjk+m1yinKlGVvhnzaFpI+8CKastqGSKrEuuJGwmIpfGXPNdfHkjONlHkNPke42EkmvTtSY/WoZWpXNeyeadJXsW0+4VY3QJ4pWiG9x7xFMkmlG6atjG3YtbUSmFg3KCo966j0akLuLLdgA7uPITXKWwoLCorrXRJ8RbLpSMMzj1xWzTwVM4/ib6VFlL7RdH1XWeoF3dvbrcbQ0ltIjsCTP1J/Cq/ovp29t+rdPcurdQbaWpwqKcApSSPxArqTgQrJQFKJNNYbQh1KkJAMEkwKs8pcmJa/KoeXtVF8l4bAArgYz2pi7mMpUYPeoPi+7z2obrxSknd286by9jP5rb3JitUZKlMByFJ9KQ3U7feNYPet26cc+0hLq3hyo8+X0NadLi/DR3IRyPOljBMvypwpt96/t+5eMvgpJkQDFE+0IkALBxwKxTadZ8UwsBJUjvzxMfz2qVptvqbF8l+7fGwJIiefI8fH60kU74LZYsahamrNky+CZJiBRm7jMiDVEL63ayu5bTA7qA/fTWtcsNqiq8TPoCfyq1qC5aM0Vll92L+jNKi4ED3oM/Wsb7Q3QtTQ3GC1+Ss/mKsk9Q2AGH1K7SEH99ZDrXqTT1XKGXXFtzbYK04PvnuJ/dSqWJS+8hngzyj9xl/7PV7Fv8AvY8JJwfWpHtRWLjobUmkqkkNHHc+Kg1R9H6tZID5Tesn9EOFg9/Sq/X+oW7nQdYtrx4bUqBRCVZAcT6UzULtsXB5sZR918+hzm3aPhhGRiakBuXGSScNqRz5hX8aGxf2rqw3btuuKIJEJA4E9yKVN86ojwdNuSfVNV3j9TqSWRvgGGlJYbIHCzz8qtdNJS9cJ4h5RqsW/qi/dRpChn9ZQFI071Aha3G7JpO47ikrEk+maHXGLtJ/Ri5ISyQptL8Udi9nLyUWl4lSiIcQr6gj91bjTrhA1awe3ztfQeeYUK430LrOoNW+osXlncJWptEKSBt/WyMDifPvWm0Lqluxt2U6hcOKdbXuT7h3EeRnuPjTdWOStuvmc/yM0HSV/Lcp7i3LL7jSolCik/LFE1RCTeFQP+sQ24T6qQFH8TU+7RYv3j7ralqDrilpKU9ioxj4fupqrUOq3/Z+EJT76toICQByPStf2nDynf4MwLRahcxr5tL9SsurcpTbukz4rW76KUgf8lOu9rtrZ7QP0TSmifP9IpX/AFirdVsl9DbbibdAZSUp9+cbio8HzUad9gtUoCTeNRJX7iAZJAHcegpftC7Jv8B/s0196UV+P7FI9Llnbg/7MuNJ+AIV+azW76NuSvpJLa4/0S/cQB/dWhCgPqDVCbTTQhLSrlxad24gNgZMcRxwKljUnrGzVaWCvcW4Fne0OUggSR6KNV5cjnGul/kWYcahO+tcfH9jmt9a3TN9d2jTqYZeW1E+SiP3VremntUYtgVNhwBQcneM8hIz6mflWV1rRepntXu7q10pLrb7pdBbd2/eyfvepNSNOsNcYMXNnqVsUlMKCdyMT3BqlrHw0/oassXNJxkn9LO49Maqh3Q3tLXu3Mq3Nblff2pTOf8AeSqspoT2hfbWbSy1OHkOBKGnRBJERFA6c6nRpek6jp92lbjrqUeE4BkRunmOd1Y9vQrz7eNQtW3y4hzxU9szI7Gs8I4o5G722I8efJjqUa5rsd1ubhPiqXuHvHdM81g9QZ0W163tNVuNYbbuLtJabQpYTEJM985AEd59Kh22q9XJTC2G1ojhZ4I+lV2u9FX3Uq7TVUrtbZ22T4qUoTlS9wkE88AxnvXe+0xzQUMEXJxrlehyVpPJk5aiainfDsvrPr3RldX3mgXq/CWlKPDWpOCoj3hI8wEfStN/WNv3d/w/5VnU9J2Crld6vD7oQFrTIMo+6eeauAh8AD7XcYxwK2YYZafmJfD+WZM0tLJpwvhfzg+fGGkzG7A4yTNTUpCQCBn0qJbzj3iD3G6pJI4M+nGK+XI+nj5Qk8wqcT3pjrkIMDBBHFKEoEqJVPxNNcCSBAWPeB9ORQYRHpJbAJHvHsfI1W3IJcIUORA+M1PuVwWyYJKifwNQnl7nwAY3JJPu+RHp61WxiRot+7pF/a6m0oJVaPJdiYkAgx8xj519RILTgDrKgttSQUqScEedfJyrdThdSVR91QxziP3V9CezTWDqfRWn71KL1sj7K4DzLZ2gn4gA1Zjk1YmWKcbOF+1vphXTfWN2plsJtb1Ru2QBAAWTuSB6Kn5RWO2YkGfKvpL2wdJp6g6Uc1FpkKutMl5EDJa/XSPkAf8A01827yyS2rkYE+VbNJmUJOEuBEuqCa7bD9nlShGYxNMS/wCaAcdlUUEKEx2FdXHOGTZMqaaPbBOKeEziOKQHMTTwoHI5rRFJciMl6fZqu3QhI7wTXT+lEJtkKTx4TaUgz8f4Vhun/AaZU+4tCSTypQrUWes2Npp1zcC7bCkhRxJmBituNwhDdnB1/mZsnRFNpGsN03KU+ID86e28Avbuzt7HzrjqusXUrCw84sgQPdA71fdLdXvPG4W62tw+6AFK7Z9DSrV6a+lStlU/DNRFdSR0tVxj7w4jAqq1DWXbVRQ5aEIUICifdM/AVUnX9Rud3gWSSJwdpV/lQlu6/eILS0QhXmEAfxqZMnVGsad/IXBpvKmpZ3Gvi/2Bq1FltxT7NoyhW8rBKSrJAHEx2/Gp7N1rN6gOM3LKUnyiZ+hiq5WhXihLjzSBM4JJB+QqTZ6S5ZupdTqCweTtTg+meapxYM7fvp186Nmo1elUaxtWvhZYs2OpPSH9SUB94hAPx9KMnRmnAC/evLPGY/fNPafICiFfq4MRIxTkPgK4IA4g1vWix91f1OO/Ec/ClXySX6BmNJ05Ajw1LxGVkD8Km29nYspCU2rQE90z+NQ0P55zT0PdiZ/KnjpsceEiiWryz+9Jv8S3bW2lIQlISAcRisd11pmn3ly049bJO1mJEpn3vIRNaFD0p3Zjis/1M6pbyATwjv8A7xpnhi/vIOLNNSTi6H9HafpzC3Ai0SfcGVSe/rVx1BbWatJu4tmk7kgmEDPvD+FVHTq/DdVCoGyD9RV48UOtltw7gscc0qwwTtIktRNv3m3+JiLVItV72Wdp2lMx2Ig/gaXwUx7rJM8Vrk21onKWkhR7pSKftZlPuJ+ETFWdEV2K5Z2zIi0d/VtyRx3oFxol8/Hg24SZranYFKlIiTgCnpU2CCQIPpR6NiR1EoytFT0bZ3unOvfbGigLbhJ5yD/P0q+vrBq7SkJV4ZCpJSInHehpeVmAPSKeLiUHtmZNB4+9CPM5StkcaK2o7Tdu+UBU+nBoiNFtUnlR7ncZ/nj8aK26CokK586mWKPtFwlClcyBAngE1Om3SA57WQhpdolQV5yI/wC1FTZ2w90Njjyqzd01TeoWzUlTbu8qIiBA/fUr+q2kyFAz6Yq37HN8ifaIopQxbBOUJxwCIzT0oSZDaQePu0bUNBU+sKavCgHlMEzxUq009FsjapQUZ7z5R3+FPHQyb3FlrElsRUoIE7APORSJbXAx58TVmQ2AAEiOMdjXlKSISkD0q3/Tl3ZV9vaXBW/Zys7/AA/ejyyKKi1XMKJwJzJqaVQCDGaRSpRu/HNWx8PxLlCPW5GRfsQAO6PkaMyAynaCO+PjXlqECDg5FMKpzuABPrTxwY8LuIkss8qqQcOAgn8KQvQY3VGK8DODSFxE8092IjhrJlI+6BGBEfwqQ2hQEEbQcmD/ANqRlpQQCVJE9yImiltaSSEifMYP418lPrl7ng2UAncRA7Z/Ko7oG5uIMqOe490/vipBEJBU4R6GT+eKjPvJSpCSsHBVIVnt/H8KDDZHeMLB3RtPEehqM6UeIMEkg49cUrz5UQIJzUJx4BwbQRKvP0NVFiJLW37WlPIKPMdiP4mur+xfUnGxq2lPvgJKkXDSNwnIKVY8sJ+tcj8ZLbrKkqUPfg8dwf31sfZvqosutLOVEt3KHLYmRKd0FIjvKkpFSN2CW6aO9tIDu5Kwnw1gpIIkGvlj2i9Of2b6mutN8Pa2hXiMgd2ifdz6cfKvpz7V4RJSoqyCJBrn3tg0FrXLBvW0IWl61AbVCBCkExk84O2B6qppXFdXoVYnUq9f4jgH2dCgCFEUhtlY2r5qwVaOJuVsPLUpX3gpXJFERp6yJg138Gmw6rGskVyU5MrxScZMqy2+kRuMfGvC3fWRKvqathpzqv1TA59KNb6W6HEgxE1cvDIvluvmVvVRiuQundOueCkvXIRuydqSTV65o1uxoL29bi5Cu8V5sBKQgGAAIqXfhTumpYSCSqM9ga6mPRYccaUTg5dZmnkXvUrMh/V1k2PdZ3fEkzW06Ot2GbBW1lCNzhVgAngVn16XdNwQkqk9hWk0Nv7JZJQoEKUSpQj1/hFacWHHB+7FImvz+ZhpSsvS4QSpMnODTfGJUCO+YqIXD2ECveKSecTWpROC0SluzkfTih+IcwYntQFOEmUn/vTSs8GJiabpB0kxDsJV72YGB3zTkuCIFVF2u5UW/AkDdmO4qa2oRBBEeVFKtmGWPpSZYNOSZBjGKIl3uTJkc1ADuDJ7ZPlRErkbhmi4rkpaa2LBNxAgET5GqbW1S4k7uEwPrU1DvB7edVurqUojPafxpXFIsw/fSJOiLKVKEE+7nPrVup44z8aoNKX7xz2zFWhXncSDBoKOwMqqbJYeOZApynNxkKgjyqGHVJ+6T5mlDgEe9NRxrcrsnIUIng8fKiogHac/uquS6UpAkSCZ/Cnh6Tz8iaHSwWWO9GTGTPIpq1hDaiBEAD4/zNQi8SDxBMUqnz4JM+sjNN0gTJKX5g7MGnou32CVtIIKZgSRPbkRUBD2R7veSRREuxzA74waiVbkvajZaZfKubVLjh95ODuVu/GpZuziYIAg1ndGfm3WgHG/H0qel4mYUferpY4qUE2ZZtqVItC+3AEgU33SkJOI4zVf4wjPx8699qUkkpJx29KPS1wRtXuTcQUhQmZiKYWwVSCMn99RDeKChEwPOkTdnkyYmM0d1uV+7wSVAFUKmTNBWYkJPyikN0mNqcAjvmaaXk5BMT35im6mhXBCFwJgFR7EzSSTmMGe9NUoHBOY+uKYpYSJjnBFUzdlkVQTxDMZKTI5+lBNq2o7s5z/AKxX8aUKSBCZ+dKC3GZmqJdLe46cv6WcbbQPvKYIPmlMfjzTx4SsoWQRyJKj+NCS84MlKVx+so5Hyz+6jeOpaJUl4/CAD9K+Wn1fg8oFEJLiBjG8yfpUC8dSXAle1RCQRIxzUrxLZYKBtSuJKUiCKrr7Yi4c2uYKR33Ur4GXoRnXGDuCgJOQR2NQnkZ3JUCQoHj1p769isKHf+eaG66vapQcnE8VWOMeSVMlR2kp94EDyq1065NnfW98y6EltxK0lKDgyCCPwqvQ4FJ+/O7HFSLVaV2yEOrX7qdpAHBGP3UHYy5Pp7Tr9rUdOYv7ZSi0+gOIJwSkiRI+Bpuo2zN7ZPWtxtUhxCkkExIIIOe1Yv2U6srUel27YubjZOuW/vK94idw+QCkifStlvA2kqjzyOKv5MrW7TPn/qvQbrT7p1JTuetXMHI8ROII9CDPzFRbdDLraXk/dUAUyea6t7QtKStLWqpSI/1LonzBKTH1BPwrkwBsL52xURscJcaI/wASf3/Ot3g2oWDO9NPh7oq1+N5sKzR5WzLBlpCYMDPlTVhCSAAB3pAsbaG45unzjyr10UeeSbYdtwL+6Z7Yq2bWC2J8v3VStkbhswVHirNKo7/KathsjPniSBtA4E0VpRxJjyqGF52qnFFQvEdqtSM0o7EnxIPJryV5kGBQCsRCj50rawO/wqxfARwDb54Pw9RSFwR60DcQQQD8BXioEiDTVapk6CSlZODg08LMEE5qN4sjmnJWSIA+GOaK9RXAlhwjmfnmnBzdgGf3VGDkCME9/SnBwxzNNXBW4EtLqTEwPMVX6m4ZmSDto6VEpCgM1X6kuVn/AHRSSjSGwQ99EnS1QVT5ZNWfiKmqXTFqClA+VWJWrziilSBqIf7jJKXRnGAPOlDhBkmJFRgomB9e1e8TGY+IpWU9BK8X72cTTw4d3ofwqIFkSfhinbwSSBRQriSi4QfdMk0ingEqTOSJBqMpeQSZpqlEoUkKwUkUxFH1JKHogyDNE8eQe5PeYzUBKtiQkGIERXkKISd5MnMmhasLxmm0K43F5tI97BmPjVqpYBkSPzrN9PXCk3LjZklSe/GKvVKk7d33ufSt2CXuIw5o1JoIXVRtC8cwCad4kcq7eVRwNpGR5jaaTeZ4+GaslJPgSq5JHjJOJ9K8VJ2xIEHykVELiRu5n1NIp0JG4g47JEmo33AlZJUsoETAntTA8o4Bk9gO9UV91I2ytTbVs4Vgf7T3fwqnuddvrhOXtgIiECPxrDk1+KCpbs6GLwvNkVvZGuf1K3tcuvobI7E5qC71C3ARbILyiY5iflzWTL29UlRkmc5mk3bvd2yRiPWsM9dkk6Wx0MfheKCuTsubnqHUV7klfgnMhOCPnzUM3l2olRfck5P6RVOt9Mv7gfpIbb5Acz+FTBoeBL4+h/jS+Tny70N5+m0/uqvwRi297ZJSrZONywFfz9a8FOLSJAcB7TtBoKQsKloLB/vqn8xNODz0w6UuGPuoJTP5189PcoMl1E7FocBj7qUz+U/uqou3JuF+GAlG7HoYqxW+4lBSpHhpjJ5j4xVMXULK1lwEFaiM8icUJPYZcg3FmQVZE/XFAc3qStM8g8A0rim922THzxmmktnIT38qrHHIdlOFJEjyolqraXAXUiFE59c1HZKAhPuSYGMU5KttwR4eFJmJHag0FHRfZFqjdtq13paWws3DaXUuDkBJ2kAepWn/AIa62pW7iTiefxr506W1M6Z1Vpt4VJYSXg0twnCErBQVH0G6flX0K26HWUuoUSkgESMwcjFXQ3iUZFvYmoWbWp2D1i+RteQUZ/VVylXyIB+VcM6k064alRaLdzaqyDyFA5B/EV3RKh90dxOa5/7Q9LS3co1JG1LV2NjnvcOACTHqIPxmqs6lCssOUNp2m3CXD/n8/AwDF226yl1GAsTFeS4SvEgHMxiqhU2d4u1n3FK3pMfWplvOyUqPNe30OrWqxRyL8Tj59L5Emiyt5LgB85qwC8GPxqrt1yvPYTM1NSQFBQIzXQTRzc0bZJSvcfej5UVBKRx61DCxyZGcxRgZxPPYU6ZnlEOVKiQCSKVKhkj41HCsDA4p6FiYmQauTpCOOwVS/OkCjEDj0oaiQOYNeQufXzpr2J07BhyFA5708K3H3ox50DdGCc9opyfMc8fGimI4khKilRSPwp4Jkxx3FR0EKBOTTt233TTWVuJJB2xBioGoqClQc4zUgGQDxULUTuJkTI+lK6Hwx98Npbm1ZEGI7VYlX6wIg5qo05zaopVH3cQKsAT5iovUXPH32wu/MEn5mnBwj170ELk954NN3wQN30NK9yroskBQyQaUupAzHlUcGBPEjml3jjk8yaHAOjckFUiefSvF0cBXyFA3qCTBnHFJuChkwTR+ZOgLv96FEDtTiuIIMz3qLvKZjsead4m7vmg3QXjLbRnwL1AkwqU1oftABGQfQGayemr/ANMa3ECeavVFSVYPfkVt0010Uc7VQqdliH0kBKe3amqcQQVfODVf4nE88c0/xzMFWIiKtVepn6aRMKgcTIHc0sgpBkVC8aDnH4UougkkJz86WSfYaKTYa5trW4TtfYSvt7yQaprzp62IKra4U2fI5H+VWSrkmBu4pi3Qrn9Xt5VknjjP76NeLNPF9x0Ze40y+tIUWt6B+sgyBQWbh5hQdYdUhYH3kmDn/tWoceQ2CStKR/eMD61Aee0+8kG2U+rsUIgf8X+dcvUww4fe60vmdfTanNn92UOr5EW36iukgh8JdT/wq/Cpf9o7X/8AlnPrVWrTklW7xfCbJhIV7x/DFG/qX/wro/Bv/Kud/raxPpjO/wAzbLwaGT3pQr8a/Uy3vgQXlEn9WJ/AZP1pwU+B7qEpz2Ofp/nQUPL2/omNw/aCoB+vNMdePNwpSY/VI2j/ADryh6hI9dXLQ43qWkZChMfMYFVXiqKANp4gmanXK4ZWUCBtJHlHwqu95MplJg0shkDXuK8pEn+9/lSJK4gxjOaaud8bsZjHGaRYgCVHkcUgTzSln3wRjAgf5055KkKSveQZjjihMASffODxNOeKVI3EkkCcq781O4R7jKnSNqyo+cYr6F6W1let6Haak6tCnXmtzpGJcB9+B2G/cPlXzi6UQSkCfjmurex3WG1aW/pamveYdK95WMpUJSgD4h0k+oq3FsV5VcTpm9BAOAR5+VQtc00a1pb+ltJJeeAWwYH+tT90fPKf/VUgrRuIJMHzNIVwklSdqR3yB9aupSVMypu9j5/1+1dUE3SUELbplm8HWErTnz+NbbrnSAvUX7yxHjW16PFUtpJUhDh++kqGAZBMdgpPnWCZs72xdVtty62rIhQqzwfWLRZXizOomrVY/tONTgt/QtbM/egTUpLmCjPr6VVt36WUkPNutTyVtmPqKhLvWXST4pSocFJ5r12PWYMi92Sf4nFlpJyk+pUaVKxHf4GiocSE5Jj0FUGlXKlXBBcWtJEwcxVuVgAGD8q0wdq0ZM2F45dLJRWPvJTgdzTgrG4H/Ko4cBJBJI45pUrIBBJ9PhVye5ncCQlfMxg+fNKVKJkDNB3dxyPM0qV7vePwIqxOhXEOVKgSfjFOSo7YPNB37e2D3mnbsZM0/KEcQ4OJ7/gacFAiSSKAF8jiMV5Stp3JyalpboRxJAV5ecVC1EyeewqRvnMz6VBvlKyBgQIJNCT2Hwx98NpyoJnGOKsArAiqzTlQVCQcedTt57mJpkrBmjc2EJk854xSFcfeSNo70Per9QZr24EEznyNBlSiG3CPdBOKUrgQeD2oG9QwDivbwRAqp7E6Aqlx93jv8aaHCcCgqWQfe+Ve3cR270OrsHoDKWZz86QuSBGKjqcCSRJJ7xXirEhXypeoboJtm+G7lpwkSFg54rWqDbpmYIrCtO/pkFQIEzJEitIdVtUgBL4cV5Nkrz8qtxZYQi3KVL47GPVYZylFQVliQMDBH4mhFWw7UgknsRQRd3jyQpFiY83VhM/maGhNw+sNm994z+jtWi4r95+lYc3j2kwOlK/kXYfBNVl3celfEkFyEy6qAMyeBUY6i2ogMKLxJgeGCqfnx9asGtESAHnLRSyB965X/wBOVD6CpabNtsFK3NoHAbTtg/Ez+Vc7J7S5ZbYcdL4nRx+A4Yf8uS/kVARqTpPhWiWv7zy8/QfxpwsbtaZXcOu5gpYRCfgT2+Zq52MA7ktBUY/a+eePlSLukqUFKjGMya5ebxPV5/8AknS+Bvw6LSYd4Qt/Hcq2NFUJcV4DRx96VqI7mRj8akp0i0SAq5ece7KAO1P0Gfxo7l0hI2pWDHmYqpv+oLS1BC7hBUP1Uqk/SufKm7e7N0etqlsvhsWwVa2ySbVlDZ4CgIJ+fNA/rJPdwzWSuerwAUsWyzunKoA/CTUE9QXZJO1rOeDU97sHy13ZSoU+sAAhIPfkx+VNX4TaslS19jlRpiWlEz9wHshUE/EivKJbG1tZk52wDn1NZzZyAvgSwpUBBOIHJk9/rUEqWeSB6RUi9cfUE+IUJBUIA44nM/CoilTJLk5zA+NLIZCEK3ySe/b1pIJxuPqJpqjLgQhZkT2pFQlRBUZj+FKEchLaCf57CnlLSkn3R86jmJJIUQe9eiZIUIPzqUQUraCAQRKuQBxVr0xrCtHurl62u/s7rtstLbgA91QhYEHB3bduf2qpvBk/eIk0vgknHIpk0mRq0a256q6kdbHjaxehCsbkOFAPp7sULTdN1vqS4PgPO+Fu2quHlkoBkdzyRuHHEiYGazKCpk4dWk99verS06s1yxCW7a9htEgJUArEzmeBM8eZ8zVimrEcZVUWdV6c00aHbJZsbx0qcWFLWpxSFOH3MATCPvDjPvZJKZqzduUXqUm+s2bwKO2XLZLiiYScGJzPnyQOxrm9n7Tb1Pu3umMv5MlCikE4iQZkYOARIURjBFtb+0bQVrh9i5YUkZ3J3bgIxIPxHAncrifds64S2MssWRO+TSv6R0vfnadKVbqBybZ9ad0xEBe4dxAj9ZP7Qiiv/ZXoF46XdO1h+23Z8N63DiSSf20kc4jB5HmJsbLqbQr9M2mr26toyHyErUB5hUE4nAAncoDlO2zS4tXhqSAsEgyhX3vejn19P2wR95EDy8b3QHky4171/wA/IxbXso1W2fU5b6naXDUEBVvc7FYnkOBPkT5QJ4zQb3pDqnTio+HcrQkwS5blSR6bk4rdh1aT77qo90ypMjB7Eczt7ZO8REtRIRdvNEJt3huBSD4a9vkAMckiAMfrIgR4dPGWXE7x5GvxA8qyfeimcrKdXZJSuzbcCTnw1wR8jTVaiG0/6Ta3DJHdTZI+omusv3gfQW71hu5Coy40l05HY/CCAOSUwCFJC4T+mdNXqQ2vTG2lH9a2fUk9v2tyfp2UmJ93fsx+Ka/F/UpfNfsVSw6eX9LXyZzdrUbJ4iLpvjgqj86kIdGFI+6TWuvOhunL1O5m8dZ8g+wl2Rz95MdvTy5lO6ouPZfdpM6VeWzpJAHg3XhEEmMhceY480ngg1tx+0OSO2XF9GVvQYp/cn9UVniTGfTilStRkHA/OvXHSPVVlkIvCEp3EqY8RERP3h8fOq9atYtyUvW7Lv8AuKKSPkZrdj9odJJ++3F/FFD8Ny/0U/kyzkESCZ86fun5YqoTqqk5fsrlvPIRuA+lGTq1g8Pdu0pWOy/cP410sOv0uXeGRP8AEyT0mWHMWWO8oEiTPlUO+VncVCCBFHbdQ6JbWkjzBmoF44ELUPvAcxWvqTWwmKD6yTYK2mBgR86nlWImTFVmnuScjAHIqYXIJSgSPPypoukLmjcwwVkbuKRSpwOaCtSVCCREd+KjPatZW+HLlEzACfeP0FJkywxK5ypfMWOKU3UVbJ24bvekHv616femIxVX/WzjpAtLB5wnhS/cFKn+t7g+++zbJ7hKdxA55OK4+o8b0WHbrv5GzH4bqMnavmWK3gkxuzE1Ef1SyZgKukbu6U+8foKKz0jd35BUi8uQY99chr64SKt7PoxVqCHnbVgg8JBcXx6YPf8AW5xXKye0E5r/AGcf4v8An6mqPhuOH/JP6Gc/rG6W4Taac8oRhS/cH8aIi11Z/wB5y8ZYB7Npk/AE1t2ND0i1G95Dz6hgh5YQk85ATBj3TEmpbXh2qfCs2G2DkS0gJJ8yTyeDWDLrtbn+9PpXwNEcWmxfdhfzMlYdFXlwsPXFo+8BGblzYD6iYx8K1VppG1CW1XiGmwNvh27Rx6blRH40TxVmCpSRiQfvH+f4UXxEwlSiomcEmKydKb99t/Nlvmy/pSX4DmtO05hICmFPqPCnllcfIQk/Q1K8XYNiQGx2AAA+QGKhvX7No0FPPISlWJJ24+eKpb/rjS2DsZQtxeeR7n/FxTKUY8ITonNmkQpaVYeCgPLFeduvDT4qihKYJ3TXP7vq3VbpIDBS0CfdUkSY+dU1zfag8YvLtb/eCYJPw4P4VHkHWD1Zu77q/SbU7VXIdJ4SnM/T+NUOodV3byiLFkNzxvM/gOPqazgWlXuIbIP98QPlRA26EwHygfsjgUU75LOiMeCVc6tf3CSLq4WlPG1PH4fwqKjaoQ0gkT8OPT/KnlwNH3kpPqOfxpUub0iEekH3SP30bolJIQNrwVwU5wBFJA/+QfqP40/w3D/tZ9IwPnzTfCbOShP4fwqKVkcbIH2gLMObmxzEEH5mlU62kBLZ3eifX1oSnFlSGwogK5ikU2jaFBIBg8Y/Hms/BegN0VShSkqMEztBPbFRfeVkYBPfNSlXLzT2wK3JA3QoTx+NN3faY8QCAVQBwMmkkhkRi0FHcVEE4pA3t973SPWjPp8IjYoxHBM0Nn3xuVz596CCJO8xt2/KTTglgqHHkfOlXgmOxpVQEFcT6dqBEMKECYUYB869tUoYGPhmlSkFIXJB5GeKVTikLCRHxNQPPAxSAn9Q/GaRSWpEkcZ7Uf8AVmBmgpAWr3gCATAoAXAiWwuS2SkelPRblIlKkmeZogbQkKUlMEHtimuFSCYUTgnNG7CMWEid6YAE4zmpFpcXrGbe9ft05EJcUiQRnvwQT9aE0rxE+IoCRgeVHQgKiZ5qXRKovLXq7qS2WlRvw8lJ3bXWkkKJM5IAUcz37q7KUDbN+0W4bG/UNLZUjgltwzG4zhU8hREEwTkzuWFY5aEpkpEHHGKYkqWlS1LUdisA8U0Zy9RHCL5R0O39oHTrsreVcWmOHEKGYPBG7vPP7Rmff8S0Y1/SNQQRb6tbOSdoStYCjJA+6Tu/W9Pl76k8nCt6ClQEETTVMNwcVYszXJU9NB8HZk7Qnd4ShuBKNhIJBk4GDEBQ7c52kKLLkrdTEuqJPZTe7mI4zk7PKfEAAQVNhrjVlf39o2o2l/csiSNqHSExBHHwJ+p86u7XrzqG2fSh15m6QsQUvNCDmSTtiSYMk871/tKl1kTe5W9M1vFnTUXt02oKYWkJEK3NuHIJmYHmHI90QQr3QC4yElc1Yra/05lt4ASpV1bpcGEgnI9UKMpwQF7cLZmrt3S9YsXDyErW6nco5GdrhJkQckKPxWTyEFMxNsnxdiHXGx4wQNhiJebbkeWHFEDgEIgAIQE2cmeVxfSwb2ndN3SFNv6S0wpKiPEadLZRBXyD7ogIUTgiG3CJG2YNx0T0/cApRf3TGPeNywlwJOJCikiIO4Hy8Nf7JNFZuVutNOKQ2Ctht6AgQkqRbLAHoC6mB5MtDICt0nwUNW7lwyVNqYbGwAyPdbUoAzM5Zb55CTM7l7keHHJ8DrJOC2Zn7j2XIUguaff2LihjYl1TCwrMg7gAMpUIn9VXkaotU6B6wsD+js751MZLYFwMY5RNbq4dXaOvsBXit27rjAS77+9KFXKBunk7bUAnv4r37eJti88p8pLq5Fz4KlBRBWA4lJUfUhS59XFekGEZ43/tza/ELzNq5JP5r/w5JbM63ZuFp1tAV3Q6lSFfz8qkj+vHwR4jFuAdp2p3K/HFdI1zqDVbPRTcG5TcOC33k3DaXAVTZgmCI/2zhiIyOwAGJc6y1VhX2y1ttOYdV76i3ZNpkgATxjA7RVstbrkulZnX5lscGPJeRwX8+FALPo/VNS2u+FfXiefukNx8eKu7LoBxJIectLGMQFeKon02yO/dQjM8GL5F5dXHhPPPrWpe0+8ZAynz7e/38h5q3HZuHVpC5A3IC4AwPd3R8OBnsPUzmli631ZJOT+LFlnlHaCSXwQCy6Y0S3KFO/aLlWAd6gyg4HI+8ORmcT6ECXbp02yj7Jp9u2YCgUtFRzt4UuSJxwcBX900V1tDYUop37TuhZJCvvmD5g+GAfirzNBIIEb1EBRTHoDn67TP+8r0hoxhH7qM88kpL3nYR1TjsKJ3mRHiqgmNv5/vPlUVQhE+KpwAgw2IPCcfh/iIxUl9IShCyAokDn4gf9SvrWe6m1e709kKZ2EraBO4Hkg5wR51HJjxh1MtFPeGBDQTMATlRiO3/p/xVCvdUsLAKTeXyU7TxMExH6vOY5/vfTAXPUGsXtyWnr1aULBXDYCMx6c/OajhCVmTzuIn50nWaFgXc11117YtEs2Vs5cECZ+4B25OfwqjveqdcvpQh8WyVZ9xMmP95U/hFU7wSEglIJBx6fOmyouBCllQ2k58/lUtlihGPYlLunioLu31PrOdxUVLPxmntqW6SEE+fMED1FK2hOwGPIcUbwm8gpkJE5oBbGi3AVl1QSeyTtqQjw2hCgkSeRzUBNw8XgwV+6Se2RjzqyaQhKQsIEk0UKxhWhwnw0STPIj/ADppbcInftGAQng/GpSUJew4JqHcPuMPNsoIIcEyeR8P86ZSoWrYQBKAZb57gzSF9CyQNrgkCRmBSrSCQSScxk0i20AbwIIwCDRuyUO3PbQULCPQyfxNN2ueRP8A9SmMuLWtaVqnYMGnFWTgUvIWf//Z" width="305px" alt="hotel bot"/></p>
<p>
<p>Guests can start a conversation requesting information on local experiences, dining and more. Then, the “virtual concierge” will respond with its recommendations, which are vetted by the brand’s human Navigators. The technology can also identify deals on restaurants, tours and more. The hotel brand is the latest to adopt AI-assisted technology in a bid to personalize the guest experience. Romie can assist with group chat trip planning when travelers “invite” the virtual assistant to their SMS group chat to “listen in” on vacation plans.</p>
</p>
<p>
<h2>There’s a secret in the basement of S.F.’s biggest mall: A truly impressive restaurant</h2>
</p>
<p>
<p>I’m excited for the stories of people trying to jailbreak the AI agents and make them get angry with them. They encounter these chatbots, and their first instinct is to break them in that way. First, you have to get from your home to the airport, then the airplane takes you to the place, then you have to get from the airport to your accommodations, then when you get to the accommodations, maybe you have dinner reservations&#8230;</p>
</p>
<p>
<p>Dubbed the Matchmaker, the feature will let a user’s close circle interact with their profiles in a meaningful way. Using the feature will generate a link which users can share with up to 15 different people. They don’t even need a Tinder profile to start recommending. Anyone, even those without Tinder, can participate in a Matchmaker session.</p>
</p>
<p>
<p>Since opening in 2015, the hotel has raised publicity by &#8220;employing&#8221; hundreds of bizarre robots that ranged from bizarre-but-helpful-I-guess to downright annoying, according to The Wall Street Journal. The robot helpers made for a fun gimmick, but&nbsp;weren&#8217;t quite ready for the big leagues&nbsp;—&nbsp;a blow not just to dreams of an automated world, but to&nbsp;Japan&#8217;s pop-culture image as a leader in the space. Inside the guest room, FINGI controls lights and air conditioning. The all-day-dining restaurant Crave offers a 3,000-bottle wine cellar catalogued on its iPad for guests to swipe for pairings with Thailand’s famous fried noodle dish, pad thai.</p>
</p>
<p>
<p>Since launch,&nbsp;Four Seasons Chat&nbsp;has exchanged over 3.5million messages, allowing guests to connect with guest services personnel on property in real time, for any need, creating more opportunities to personalize the travel experience. You can foun additiona information about <a href="https://alltechmagazine.com/how/metadialog-generative-ai-improves-email-support/">ai customer service</a> and artificial intelligence and NLP. The main reason for hotels to introduce Bebot is to increase operational efficiency. Certain tasks like check-in and check-out involve human involvement in many cases, but repetitive tasks like answering simple questions or giving out directions can be easily handled by today&#8217;s AI technologies.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="300px" alt="hotel bot"/></p>
<p>
<p>When callers hear Annette’s voice and conversational manner, they’re don’t hear a robotic voice bot, they hear a familiar voice with a conversational tone. “Our Navigators celebrate the culture, ideas, people and talents of their neighborhoods and provide their personal recommendations on what to see and do in their backyard. RENAI By Renaissance makes this even more accessible and inclusive,” said Schneider, adding that the technology helps “cut through the clutter” of information travelers have access to and personalize the guest experience. What we’re doing is providing what the customer wants.</p>
</p>
<p>
<p>I think the way we were doing it, though, was a very good way to do it because the only&#8230; So, here’s the thing, while we certainly were not pleased with being called a gatekeeper in what is one of the most competitive industries in the world, the idea that we have such, as the regulators alleged, a dominant position. And I’m like, “Well, do you feel that you don’t have another way to travel? So, we have to follow the rules, and we are following the rules, and we are doing all the things necessary for that. And I don’t see it as being a huge issue for us at this time. But I do see on principle, it’s unfortunately going to something that I’ve said several times.</p>
</p>
<p>
<p>Visit us online for more about our hotels and reservations and IHG One Rewards. To download the IHG One Rewards app, visit the Apple App or Google Play stores. With a family of 19 hotel brands  and IHG One Rewards, one of the world&#8217;s largest hotel loyalty programmes, IHG has over 6,300 open hotels in more than 100 countries,&nbsp;and a development pipeline of over 2,000 properties. &#8221; Additional features will launch in the months following the Travel Planner’s public launch.</p>
</p>
<p>
<p>Savioke is working on a  pilot program at a local office complex, Booth says. Now, though, Dash and its brethren fit neatly into the “touchless” experience that businesses dependent on high volumes of people are trying to cultivate — alongside plexiglass partitions and plastic-wrapped disposable toothbrushes. Beyond hotels, bots are also picking up the slack in all kinds of industries.</p>
</p>
<p>
<p>There’s other issues here, especially in the comparison to Google. Everybody would like customers to come to them directly and at no cost. Distribution’s a very important part about how you sell stuff, but the desire to sell directly has always been there and always will be there. So, while I also run the top, the Booking Holdings, I’m also CEO of Booking.com. But it does require some coordination because what you don’t want to do is waste time, energy, effort, money on doing things that are duplicative and things that you don’t think are — that are going to give you incremental benefit.</p>
</p>
<p>
<p>In the rooms, a lamp-size robot in the shape of a fat pink tulip called Tuly answers simple questions such as, “What time is it? ” You can also tell it to turn the room lights on or off. He has big ambitions for his robot hotel concept and wants to open another soon in Japan and, later, abroad. He is also keen to add other languages, such as Chinese and Korean, to the robots’ vocabulary.</p>
</p>
<p>
<p>Robots can certainly automate tasks and improve efficiency, taking over repetitive tasks that do not require human intelligence and stepping in as an ideal solution for the industry&#8217;s labour shortage. Hilton&#8217;s robot concierge, Connie and Henn-na Hotel in Nagasaki, Japan, which is the world&#8217;s first hotel staffed entirely by robots, is proof of that. Whether 2025 is the year for hotel robots depends mainly on how we define &#8220;robots.&#8221; If we&#8217;re referring to physical, humanoid machines, like those seen at the Henn na Hotel in Osaka, Japan, the answer is a clear NO. While these robots attract attention, they often provoke the &#8220;uncanny valley&#8221; effect, making guests uncomfortable, and their practical utility in hospitality remains limited. However, if by &#8220;robots&#8221; we mean software-based Robotic Process Automation, then the answer is a resounding YES. Travel Outlook is an innovative, custom off-site central reservations office (CRO) service that serves as either a primary or overflow reservations department for hotels.</p>
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<p>
<p>We call them sometimes steer co’s across brand stuff. We’re having different groups have meetings across brands to ensure that all the companies are learning what’s working in one, what’s working in another. A lot of the opportunity right now for a lot of companies is increasing productivity through generative AI stuff. So, we want to make sure, well, what’s working here?</p>
</p>
<p>
<p>His experience in technology and hospitality merged in his development of Travel Outlook, the world-class hospitality contact center. AI-powered systems, like guest-led conversational AI, can handle a variety of guest interactions without human intervention, from answering frequently asked questions (FAQs) to providing real-time updates. The ability to manage these tasks efficiently not only improves guest satisfaction but also reduces the burden on hotel staff, freeing them to focus on higher-priority, personalized interactions. Which isn’t to say the renowned Canadian hotel group&nbsp;isn’t making use of innovative technology. For starters, the messaging platform translates 100-plus languages in real time, allowing for response times reportedly averaging 90 seconds or less. The service is currently available in 106 Four Seasons hotels and resorts and the Four Seasons Private Jet and will soon be available in many more, given the fact that Four Seasons currently has morethan 50 projects under planning or development.</p>
</p>
<p>
<p>Although AI tools such as ChatGPT went live only recently, Tripadvisor has seen an impact. “This year, Tripadvisor has already removed more than 20,000 reviews that we have reason to believe contain AI-generated text, across more than 15,000 properties in 159 countries,” it says. As it deals with a potential onslaught of AI-generated reviews, it says that it “made the decision that, for the time being, we will not allow reviews that have been identified as AI-generated until we are more familiar with this type of content”.</p>
</p>
<p>
<ul>
<li>If somebody doesn’t want to work with us, that’s a perfectly reasonable thing.</li>
<li>The reason they don’t know is because in the US, we’re not as big in the homes area as we are in other parts of the world.</li>
<li>I have friends who have flown to Europe, and it’s cheaper to buy a ticket to a Taylor Swift show and a flight and a hotel than it was in the markets that we have here in the United States.</li>
<li>These surreal machines will be based in different areas of the hotel.</li>
</ul>
<p>
<p>IHG is designing the tool using the Google Cloud platform for building AI software, called Vertex AI. And the AI comes from Google’s proprietary Gemini (formerly Bard) model. Click here to join your colleagues and stay up to date on the latest hotel news and trends.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="300px" alt="hotel bot"/></p>
<p>
<p>A giant robotic arm, usually seen in manufacturing, sits in glass quarters in the lobby. It lifts one of the boxes stacked into the wall and puts it through a space in the glass, where a guest can place an item in it, to use as a locker. Henn na Hotel, as it is called in Japanese, was shown to reporters on Wednesday, complete with robot demonstrations, before it opened on Friday.</p>
</p>
<p>
<p>Guests can receive virtual booking assistance from the WhatsAppotel chatbot at every stage of the booking process. Prism Digital digital marketing agency in the UAE has launched an AI-driven WhatsApp for business chatbot service for the hotel industry in the Middle East and North Africa. While the <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">ChatGPT App</a> company is officially launching its app and chatbot today, Layla already has thousands of followers on Instagram, thanks to Beautiful Destinations’ network. The founders believe that the Instagram chatbot provides a great entry point for users to look for different destinations to travel to.</p>
</p>
<div style='border: black dotted 1px;padding: 11px;'>
<h3>Telekopye transitions to targeting tourists via hotel booking scam &#8211; We Live Security</h3>
<p>Telekopye transitions to targeting tourists via hotel booking scam.</p>
<p>Posted: Thu, 10 Oct 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMipAFBVV95cUxNT2dEc3FHT1JqR1VZUXVMZ0RLbEhSVmwwajNwWHR3S0RMQmlubFhkWjRxajVGanRtZVVHVXZzVXV6eTloVFhSZ09lY2pxN3d2dzRuRjc4UjRJd3V3NnZMaFB5UnQtNkMxMHlRbElzb3FmZVd4ODBYdkxlUkNMYURGMWVLWjY3emFiOGcyeGxjcDBheVpuZHh1UFpiM3RkUVhYbDdDTw?oc=5' rel="nofollow">source</a>]</p>
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<p>Having duplicative tech stacks is often the biggest cost. Well, Kayak actually being very different, being a meta [search engine], they actually go across all… A better example would be Priceline, Agoda, and Booking and making sure that we are concentrating on the areas you want to concentrate. What we don’t want to do is have somebody try and take business away from another brand and end up in a case where all we’re doing is giving away money <a href="https://chat.openai.com/">ChatGPT</a> to somebody else because, say, we’re overpaying for marketing, let’s say, in an area. Well, I think the way you phrase that may not be the way I would look at it. As I say, I hope a lot of people in the US — I think a lot of people in the US — know about Booking.com, and throughout the world. The only places where we would have trouble filling your travel needs would be places that we’re not allowed to operate because of either US or EU Law.</p>
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<p>You mentioned the idea that you’re going to help people with all of their travel needs, basically, wherever they are. There’s a lot happening in travel that I want to talk about, but I’m curious about the big picture. We got really into why a company like Booking.com exists in the first place. Anyone who’s part of a hotel or airline reward program here in the US has probably noticed recently that those companies are working really hard right now to cut out the middleman and get you to book directly with them. Some airlines, for example, now only let you earn reward miles for direct booking.</p>
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<p>Saeed mentioned that the startup pushes people toward using Layla’s own app on Instagram after a few conversation exchanges. In the app, people can create different lists, share them with friends, and have different chats with Layla about various trips. Plus, the app allows them to show videos, ticket prices and hotel options in a richer way. And that’s just the beginning of the perks when you sign up for this AI travel app. OneAir Elite members can get up to 60% off stays at select hotels, plus significant discounts on rental cars, activities and more.</p></p>
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		<title>Symbolic AI vs Machine Learning in Natural Language Processing</title>
		<link>http://www.cerasimply.com/symbolic-ai-vs-machine-learning-in-natural/</link>
		<comments>http://www.cerasimply.com/symbolic-ai-vs-machine-learning-in-natural/#comments</comments>
		<pubDate>Tue, 14 Nov 2023 08:58:51 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=5324</guid>
		<description><![CDATA[The Secret of Neuro-Symbolic AI, Unsupervised Learning, and Natural Language Technologies Integrating this form of cognitive reasoning within deep neural networks creates what researchers are calling [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>The Secret of Neuro-Symbolic AI, Unsupervised Learning, and Natural Language Technologies</h1>
</p>
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" width="304px" alt="symbolic ai vs machine learning"/></p>
<p>
<p>Integrating this form of cognitive reasoning within deep neural networks creates what researchers are calling neuro-symbolic AI, which will learn and mature using the same basic rules-oriented framework that we do. So, as humans creating intelligent systems, it makes sense to have applications that have understandable and interpretable blocks/processes in them. Therefore, throwing the symbols away <a href="https://www.metadialog.com/blog/symbolic-ai/">may put</a> AI out of circulation from human understanding, and after a point, intelligent systems will make decisions because “they mathematically can”. Also, Non-symbolic AI systems generally depend on formally defined mathematical optimization tools and concepts.</p>
</p>
<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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7YNmWmp7F2MLZLcIty04ETcKS9HUhTfGOPpBltORyzzrV/8AYs2JZ1GfV71nVOtGde3D/vA87q0+t9JR7vut761e52cs1fFKApvUfombHNTbZZe3ida5zOrLhYntPy3o0rhtSI7rC46lrRjm7wlhAXnkEI5cq1exL0NdmGwK/wAS+6F1Nrx1MGK5Ej265ajelQG21jB3Y5wgEfDA5VfFKApDbX6IWy7btrm2bRtVXfV1rv1pthtEaVYL25b1CMXFuFJLYycqWc8+zsqKaj/2fOxLU2oYGrZeptosW92+0tWVNxhapfYlOxWzkBx1I31knGSTzwOyuzVKApyw+ifsds+tFa/utok6ovHsGDp1tzUbiLiGokVAS3uhxBPEOCpaySVFSieutRK9CbYO87qf1Kz3G2RNW3226knwIEsMxUToK99lbTYThsFWSpI5HePVyxfVKA676n9BLYPqiHr20Ptahg2faRLjXG+WqDcy1DVMZcQ4mQ03unhOFSPeKeRCiMYCd2UXD0U9j1x2o6S2xO2mW1qfRtoVY4ElmRuJdimOtgB9IH0ig26sBR5jl8ABVwUoChNN+hNsQ0q3oRq0xr2E7Or9O1HZOJcCrdmS1JU6XPd99OUJwnlipJo70YdkGhdoeu9pVh0+RcdpDIY1BFeUlcKQjnvgMFO6N/eUV5zvFSs9Zq16UB1ktX+zs9Gu03WPIRbNSSbHEnm5RtLS78+9Y2Xt7eBTDUdzAPwOc/HNdmUIQ0hLbaEoQgBKUpGAAOoAV9UoCJaP2WaK0LcNWXLTloQw9rS6rvN33jvh6QttDa+vqSdwq3ereWsjG8aiSfRq0YIQ08vUmq16VDwd6MKuKfZZQHOIGC2EBZZ3hzb38Ee6cpJBtqlAVxt02CaG9IXS8DSevHrwxFtlzZu8R61TlRJDMpoKDa0uJBII3iRjnkA/Conoj0MNhGz/AEHqzQVgsU9TeuGHY1/u0uap+5zkOZyFyV5V1qJ6uvmcnnV50oDrrpD0Ftj2jNLX/RUHUWvp1k1FZfYD8G5akeksR4mUkBhChutEBCUgpHJPLqrHo/0DtjWi9Mah0Xb9Q6+mWPUmn3dNSbfcNSvSY7ENxSCeA2obrSxwwAoDkCR8a7HUoDQ6E0XZNnWjbPoXTiXk2uxQ24MQPOb7gaQMJ3lfE4+NVVti9DzZZts15H2k6kvOsbTf4tv9lok2C+u28mPvb24S2MkFWCeeOQ7KvOlAdc9aegnsg1xqK36suGqNoUC72+xw9PCZbNTvxXn4kZJDfGWgbzizklSieZOaltm9FXY7bNoFx2mXOyP6jvdytMKyrVqB1NwaZjRW0IbDSHUkIUdzeUoc1KUs/wAo1b9KA68yvQT2CSGr5DahXuJAv+qo2sn7fFuHCisXNkqKVsNBO60hW8ApI6whA5BIrkzfQl2Iy4WurOy1fYNn2h3KJd7xaodx4UITY8hD6HmGgnDKittIVu/jJ5HqGL9pQFTXv0YNk9+24WD0hpdsmN6x07b3rbGfYkbjTrTkd2OS6jHvqDb60gk8sJ7K02gfQ42M7N07P06aj3lI2aS502xcefxN1yW0pp7i+6N8bqjgcsGrypQFQaR9FLYtonXGv9e2XTrnre0xK06hiPvF2HI4h3nd1oj3d9RUpXPrUcYqDae/2eXo46cvcG4swdTTbVap7tzt2nJ99ffs0N9a1L3moijuJ3VKJH25512YpQH4lKUJCEJCUpGAAMADsr9pSgFKUoBSlKAUpSgFKrjaDtz0Ds4myLZqjU0S2St1tMcSYz5QXFAqwVISQcjHIc+R/qj979KjZDZXVRpu0S0RZC1sutNPxJIUlgqBXvgDIUUb26cAAkZBA57WQIsSSsaqz0U1ujQ2fE5E/kuelU0fSv2LKZkXFnXlvNvQ2A0+Y0nHG58lHcxu9XUc9dftu9KvY3eJEpi066t8wMxuKktRZKlJUAd5SwEHCBy557avh40lXAuXHJSVoU0TEmepclKr3Z1ts0PtNliLpTUMS5FDALpjMv7qXgAVgLWgJwMjHx/NVhVrc1zFwuSSmxrkck2rNBSlKxKKYPZVO+lJKkxNncd2LIdZWbi0N5tZScbq+WRXU725ev54m/tC/Ovd3fuRdvg1kfLOXCf/ALPF27fCbFGpKyeV/Y9E8Hspg9lednty9fzxN/aF+dPbl6/nib+0L867vKzvV+3ucfmRvp/f2PRPB7KYPZXnZ7cvX88Tf2hfnT25ev54m/tC/OnlZ3q/b3HmRvp/f2PRPB7KYPZXnZ7cvX88Tf2hfnT25ev54m/tC/OnlZ3q/b3HmRvp/f2PRPB7KYPZXnZ7cvX88Tf2hfnT25ev54m/tC/OnlZ3q/b3HmRvp/f2PRPB7KYPZXnZ7cvX88Tf2hfnT25ev54m/tC/OnlZ3q/b3HmRvp/f2PRPB7KYPZXnZ7cvX88Tf2hfnT25ev54m/tC/OnlZ3q/b3HmRvp/f2PRPB7KV52e3L1/PE39oX51c3oqXG4TNok9qXPkPoFmeUEuOqUAeMzzwTXPtf4edssF0ZYk5Jb3N+zb9TaYzYWCU9fY7W0pVK+mZLlQfRo1vKhSXY7zcRoocaWUKT9O31EcxXh7LA8THZBnLEqJP5rI9naI3h4L4sp4UVeyTLqweymD2V4OdMdXflVeP25396nTHV35VXj9ud/er7ryE/10+n3PjfOjPRX6vY948Hspg9leDnTHV35VXj9ud/ep0x1d+VV4/bnf3qeQn+un0+486M9Ffq9j3jweymD2V4OdMdXflVeP25396nTHV35VXj9ud/ep5Cf66fT7jzoz0V+r2PePB7KYPZXg50x1d+VV4/bnf3qdMdXflVeP25396nkJ/rp9PuPOjPRX6vY948Hspg9leDnTHV35VXj9ud/ep0x1d+VV4/bnf3qeQn+un0+486M9Ffq9j3jweymD2V4OdMdXflVeP25396nTHV35VXj9ud/ep5Cf66fT7jzoz0V+r2PePB7KYPZXg50x1d+VV4/bnf3qdMdXflVeP25396nkJ/rp9PuPOjPRX6vY948GleR/oQal1HP9KPQ8SdqC5SWHHJ++07LcWhWIEgjIJweYBr1wr5ffe6F3LtDYCvxTSc5S5ql1sfR7n3om9oCxkbhksuM+SLpcUpSvGPVFKUoDqR6cOp9CaCc0tq/UWkzqN9i77vqQkBkpX6q5w3MlKgd04OCkiusDWzv0ebtfdHah2oa31RZLtqy5rkXW1XKQw8Y0PhuqbU6622gtBxwMJG8AQlaiQMFQ75bUNhcDaJqZGoLmmU8uPJa9VaAaU21hndLwC+ojKhjBPxH5qtk+gvs6u81243jTtwdkyUOPvOuSkuLU9hJCSSrnklQz8N3sNfT7s3zs+xQEhOxtdJUVzZTznJERVkkpznKaqfPbw3VG2uMsRMLkmkkdwylNVVEms5SlwRDo56TNs1DaNey7cICIulWV7thEPnDXGAG6pKk8ivn72feBP6M7TYfqDS+odNI2LL0dfG5uobkhd01BaZ7TTjcEEApWhxpQ4aBlRG8M8h1nn3stXoXaCgWd23NouSIiicwHVIdbVuq5YSpRSM/jVj/7GOz+NbJWn7ZZpsK2yZBQ62w4hJkICSd9ashRTvDG4TjnnFemn4p2VdkTZXQ1m2UlTLNP8lSfGecpqirzQ89fw5tCbUu0tiJJ05oufH/FFlw5TkionI+PQr0zsk0zbdR2vZdqmbqCFCvTzCJ8pCAXVBhnibhRgLQFcgoAA4JGRhR7QVUGx30eNMbFLkpOknpiYTzbji2lBIb4it1PPmTvEAfm5Vb9fI7ftDdq2l8ZqqqLzWU1+csj6fYoK7PAbCciIqWnL+J5ilKVxnUUx6Vn/hxH/wDcmv8AKuuo1dufSs/8OI//ALk1/lXXUavvfw7+i/lT4nf36z+ELy2c6V05cNn1qtd9REak3mXMvTEstb7iWIamkuMn/wCYIdOPz1t0WDSQ1lK2lXONZrdp64WyEq3R5i1MsqdkNlCwN1CveShp5WMcipBOOuuu1K6n7ve5znVF/NPsq8s7Iid7nM3b2ta1tNMpd0T5Xmv/AML0tukJ9ht79t0BY7Rfbs3dH2LoqYGl7kNQSYxTxSPolp3iXB8UnmK2Wz2zaBkX7Tbd0jRzNduF1SyzBbS9AcCUKyFLcIWUp57vI8wPhzrrzSj93ve1UWJms85Z5oqZ565cMstQzb2sciozJOU8slThlpnxzz0O0EPTuhZGnLYxd4MNhcuJp1DMhLafckLaWrKscyFqTuq/+bnWk1paoMTQGol22zKwm8Xltb0aDHWhtCZhCAtxSgtsAchuA8q69UrBu63Nejqk80WUvczdvJrmq3BLKXH2LltWkVXHR+zK+RLM07GalzE3R8JT1GYEthzPM8gQPzVJLhpq2HaFL1Hf4ke3WuwWsrSm7RGIzDsh11xthJQwVFSM7yt7G99HggDFddqVsdsD3Kq478s5OWd9ZTMG7axqImC3PmiStpM7M6S0VpuysaigvRYU+Mu6OSITBjtuu3CIqGXUMMlRG4SOYPX7h+JrHO09ohzTrUmNDiIukew2L1lotpwsOvM/SDl+N+MlXx511qpWpd1vV2NYqzy5W/nmbE3kxG4Uhpz53/jkdlHLBoqbdU25yDBjTWLvqCWwspAS8y0+4jgEYxyCklPP+TyrSW/T8V3TcFEC22QaWfsYkTri4w28pFxAPFDq1OocaUlRASlOQcJwDk4oalZpu17UkkTunz11yMV3g1eLPv8ALTTM/VBIUQlRIB5EjGRV0+iZ/wCJFw/9le//ADsVStXV6Jn/AIkXD/2V7/8AOxWze36KJ8jXuz9ZD+Z22qkPTW/8sOuv/o2f/wBhurvqkPTW/wDLDrr/AOjZ/wD2G6+E3V+vg/vb/tD7TeX6OL+13+lPHOlKV+8n4uWB6PsSDP267PoNzjsyIkjUtubfaeSFNrbMhAUlQPIgjrzXePSuh9KtbTph1ZovT8bWxsOp3/ZlsixH1qhNvx/ZrwjlXA46gVhIWUlXLewDmvNylePvHdbtvfibEw5S4TvqmWeaaJmersG8m7EzCrMWc+Py0XPLJdVyO9eubGlr0etZ3FGjJLV1OpJjUpw2G2odjsBMXdEjdX/u4wSRwN7mfzmq49K3VWzK4bQEaF09p1hN6sWqnmpE5m1swmEQMoS3EAbWrj4Vvq4qggkEDdrq3SsNl3NQiJEc+cpqkklxkl14S++hntG96zFY1kpy4rPhNbJxmd89l2x65aW2/bVLjqHQBFsutruc3TCGoMOWXkJnR91UZl5QbyEOpwFlPJVRjRuyvRcnZ1qXSesJenLbrHabImyrWxdHjEuMRMVxQgBllttbeHn0vhe6tIUncCd/qHTOlYf8PGVVVY2a4eDZfDw/yXnJVuqamSb1hNRESFl+bis/i48k5TRLT0PQG2aZ0Sq1bPI03TdpvL0S76Wjy4rVraju2AuYU85MczvvtyeTYBRuJWCCoK3Uq48zR+yNey64ai0jb7Q9FvGm9Y3ZppTTanre/wAOPiOTzOWnA5udRCVJwBmug1K1/wDAvnNIy8Z8Pnrr/c1VVNq77Zhw0U4X+Wmn9SREQ9IdrGhvRtF71NPuLdstdua1tYbZf2Q22hMUBoqDiCPxGHUrbSvqA4aye2qG9IPTNzibKn7ptK0/pnS1+i3dEOw26FaWGXH4oUreEaRHkr9YYS0W1KceaHvFKUqUcmuq9Kz2Tcr9lVi1ldhlxTPJESSZ5TlnxykmXFde1b3ZtKOSkiTnwW6rxyzly4ZzXRFKUr3zxC+fQV/81ehP1k//APnyK9gq8ffQV/8ANXoT9ZP/AP58ivYKvyv8c/8AYM/Yn/k4/SPwd+hf+9f9NFKUr4s+tFKVrblfY1sfSw8y4pSk72U4xjJ/P+aqjVcskIqomamypWi6XQe7P/Z506XQe7P/AGedZ0n2Majbm9pWi6XQe7P/AGedOl0Huz/2edKT7Co25vaVoul0Huz/ANnnTpdB7s/9nnSk+wqNub2laLpdB7s/9nnTpdB7s/8AZ50pPsKjbmxulms98jiHe7VDuDAUFhqUwl1AUOo4UCM8zzrU/g42efkHp3+y2P3ay9LoPdn/ALPOnS6D3Z/7POs21mJJqqn8mDqL1m5EUxfg42efkHp3+y2P3afg42efkHp3+y2P3ay9LoPdn/s86dLoPdn/ALPOssW0XXuY4IFk7GL8HGzz8g9O/wBlsfu0/Bxs8/IPTv8AZbH7tZel0Huz/wBnnTpdB7s/9nnTFtF17jBAsnYxfg42efkHp3+y2P3afg42efkHp3+y2P3ay9LoPdn/ALPOnS6D3Z/7POmLaLr3GCBZOxi/Bxs8/IPTv9lsfu0/Bxs8/IPTv9lsfu1l6XQe7P8A2edOl0Huz/2edMW0XXuMECydjF+DjZ5+Qenf7LY/dp+DjZ5+Qenf7LY/drL0ug92f+zzp0ug92f+zzpi2i69xggWTsYvwcbPPyD07/ZbH7tPwcbPPyD07/ZbH7tZel0Huz/2edOl0Huz/wBnnTFtF17jBAsnYxfg42efkHp3+y2P3a5lq0lpWxSVTLHpm1W59aC2p2JCbZWUEglJKQDjIBx+YVg6XQe7P/Z506XQe7P/AGedRVjuSSqvcqJBas0ROxva4N6sdl1JbH7LqKzwrpbpQCX4k2Oh9l0AggKQsFKhkA8x8K4HS6D3Z/7POnS6D3Z/7POsEhxGrNOJmr2OSSkf/ABsH/oT0F/duH/p0/ABsH/oT0F/duH/AKdSDpdB7s/9nnTpdB7s/wDZ51vr7X1u7r/Zoo7L0N7IR/8AABsH/oT0F/duH/p0/ABsH/oT0F/duH/p1IOl0Huz/wBnnTpdB7s/9nnSvtfW7uv9ijsvQ3shH/wAbB/6E9Bf3bh/6dPwAbB/6E9Bf3bh/wCnUg6XQe7P/Z506XQe7P8A2edK+19bu6/2KOy9DeyEf/ABsH/oT0F/duH/AKdPwAbB/wChPQX924f+nUg6XQe7P/Z506XQe7P/AGedK+19bu6/2KOy9DeyEf8AwAbB/wChPQX924f+nT8AGwf+hPQX924f+nUg6XQe7P8A2edOl0Huz/2edK+19bu6/wBijsvQ3shH/wAAGwf+hPQX924f+nT8AGwf+hPQX924f+nUg6XQe7P/AGedOl0Huz/2edK+19bu6/2KOy9DeyEf/ABsH/oT0F/duH/p0/ABsH/oT0F/duH/AKdSDpdB7s/9nnTpdB7s/wDZ50r7X1u7r/Yo7L0N7Ia2x7HtkmmLqxfdNbLdI2m5Rd4sTINkjMPtbySlW64hAUnKVEHB5gkfGpfWi6XQe7P/AGedfbOqYb7zbKY7wLigkE46ycdtaolaKuKIqr81mbWUoaSYiJ8jdUpStBuFRLVv8Yt/qR/ialtRLVv8Yt/qR/ia3QPjNUb4CAbQtf6b2Y6Umay1XIdat0MoSrgtFxxa1rCEIQgc1KKlAAVzIusNLTG4LjOoLf8A95NNPxELkJSt1Did5BSknJyOY5VGtrex2wbZYdltOqbpdWLbaLh7SVGgSCx606lpaGwtY97dQV74AIypKc9VUbZvQpeg64myZmrHX9O26FYEWVTrTDs5xy3PuvpbcdU1vsoCiynebUFLSCFdQrqVXIuSHMiJI7L9MNJcJx/pPaeG0oJcX663hCjnAJzyJwf+hrKrU2nE+tb1/tw9R/hWZSPoOePf5+7z5c66ubK/QQs1s0lpVvaXd0yrvZbjb7pJhw40cwnVQ35LjbKzwgp5KvWTvKXlXIDOBUtvXoV6Fvcm5SpGpro0uZcBcmOFGjJDTvr6ppDw4f8AvaC4tQ3X98buB8BRFdYSbcvR3VOnWmW3he4LnHQtxhLclBU+EZ3twZ97GCOXxFcDZ9r/AE5tL0rbdXaakFUa5RGZgYcWgvxw6gLSh1KFKCF4PMZPx5mqe076GOi9N3Gw3OHqy7uO2VqSyoOR4xS+l2fIm+6OH/u5DklxOWt3KAlJyBUz2Mej5pLYhOu07S82U77Zttot0ht1tpCcwGnW0vYQkZcc4pKyesgVUV08wqIWlSlKyMRSlKA4V3uXsmAuaIUiYpJCUMMFAccUTgAFakpH9agK4Vl1fp++xy/DuLSVpddYcZcWlLjbjTi23EkZ+C21pyMglJwTXMvVnh363O2ueFKjvcnEpUUlSfiMjmP6qgJ2F2Jdxhynbo+8xFYaZUy7GZUt0tF4sqL27xAUF7PI4JBznfXmLPkXIsJm522QhbjFwjOIQCpSkOpISAASTg8uRB/rFYkX20LQFrntM53juvHhrwF7md1WDje5A455GOuqugbBpjNu1BZlaymRmrsr1cS40WOl1cFUNlhbJSG9xJyyghYG97gOeZqRXTY9YLjb246ZK2pkeSJTE0sNOOIIeW7ukKSUqTlxWARyISoe8kGpNRkThmbDkFIjymXd5IWncWFZSeojHwriHUNjBT/3tFKVAnfDoKAAATlXUOSknn8CO2ozpHZZa9G3GLcLZcXkhiGmK4whlttp5WObhSke7zKiEpwlOcAAAAaa0bA9NWrR72ijcHnoLq2FJHqzKA0hpmM1w0pSnG4fVQcHON9QHuhICajIsU3e0htLpucTcUFFKuMnB3VBKsHPwUQD2EgV8tXm1PvFhqewpQCTyWMHKVKGD1HklR5fAGqtnejlZpN6F0iapuMRiN7Qct0JEaOpmG9NuDE99YCkEuAvR0YQvKQkkYqQ3zZJBvFnhQY97kW+dblByNPjRmApC/Vn4ylcMo4fNqS8MbuASCMYpNRkTD27ZOGp32xC3E/jK9YRgcs8znsIP6DXH1Dqe1aajNyLi9kuyI0ZDSFJ4ilPvoZQQCRyCnE5/MDjJ5VV9r9GDSNmskGzwbxLPqapKXHZEZh71ll9plpxpxCkbpBTHbwrGQN4A4URUv1tsvh61uttuL14fhIgPQ3VtNR2V8YRpSJLad9aStA32053SCRkfGmYyJK/qKxx32ozlzjl159MdKELClcQ5ABA6uaSMnlkVy40+DN3vU5jD+6ApXDcCsA5weXbg/8AQ1XuldiFm0vPt8tu8SZaLS0iNCQ7HZC0MocKkJccSkLeUM4K1kqUcqJKlEna7PdmUPZ89Ldi3d+aJEKHbmkuMMtBmNFLxaT9GlO+fp15UrJPKqkxkTSlKVSClKUBD9F7UdN62tVsu0RuZbm7xa2b3BTPbS2XoToSUOhSVKRzC0ZTvb6d5O8lORmSpu1rWtttFyiqU62HWwHkkqQc4UOfMHB5/mPZVYWfYA1bNKWbSr+vb1Mb01EhwrK64zHT6q1G4e4FtpQEPE8FOeID8e2uW3sGsQnsTH7ot9CGmg80uEwA482haUOJUlIU0kb+Q2ghAO97uFrzjNS5FivXO2x2USH58dtpxfDQtbqQlSufugk8zyPL81a7UGtNMaYsVz1JeLww1As8B+5zFoPFUiM0grcWEIypWEjOACTkY6xUcXsfssmy2KyXK5SprNgub90jl5ts7zjkWRHSkjdwAgSSpOOYUhBzUejejfp+PpO6aLVqS4vWy52CTYfpGGC8yH4qI7jyXNzeKiltKgkkpB+FMxkWs9crdGWluRPjtLWjiJSt1KSU9WQCer89fAvFpPDIucT6YlLf0yffIO6QOfM5BH6eVQ/XGx/T2urk9dbhJfYkqtjdtYU0hB4HDlIkocTvA899tIKT7qkgggg1pX9hcWItqdabuTKHA9ZbciMBqQtuWuRxANz6FZU86VFvd3yQVZIBqzUZFkSL1a4hZ48xtKXxlK85QE7qlBSlDklJCFYJwCRjrrKzcbfIdUxHnMOOIBKkIcBUADg8vzEjP6aq3/s8WqVaBZrzq26XBhqJEgMcRlhHDjx230IR7qAFfwhwknJJx8Kk+m9l9o03qq56pYk8Z2eJCWW1Rmk+qpkOpdfSlaUhSgtaGzhRONwYqTUZG7lax01DvkPTkm7MonTocueyjnuliMplLyyv8VO6ZDXIkE7xIzg42K7jb22fWHJzCWsgb5cATk4xz/8AuH/UdtVuvYHp5+S+/KvE11L1ou9mSyW2g22xcBHDu6N3rT6sMZ5e+rOeVc647Im59wlThqmY0hycLhEjeqR1sxHfoxySpBCxhoYC87pwRggEJqMiVQNW6eud7m6eg3Nt2db2I0h9AB3Q3I4nBKVfiq3uEvqJ6ufWK5i7xaW1lty5xEqCkpILyQQSN4Dr6yOf6OdQJOxaLHkqudv1PMhXFbNraVJYiR0jMJD6UlLYRuJ3vWFZSAAN1ISABX1ediGnrtEZjpmFlwOJXIeVEZdVJSIzccpVvpOCW2kjeGFDJAIFJqMiY6k1NadLWt663R8BDLZcDaVJ4jgBAwgKIyckfH4ivi76x01ZIaZ1wu7CWVzIcAFs8Qh+VIRHYSQnJAU64lOeocySACRG9Y7I7bq2c3LF2fgo9RZtzzIjsvpWy07xW9wupUWlAlWVIIKvcJyW0Y1TGwOyJ9eRLv0yQ1Lk2h9tAjsN8BNvuBnNIBQgFW84pSVKVlW6eRFMxkWTGuNvmOuMRJ0d5xr/AIiG3UqUjnjmAeXMH/pWwt/8Pjfrkf5hVfaH2VQ9E6hm6hbvT01yVAZtqG1RGGQ2y044tOVNoSpxX0hBUsknGesmrBt/8Pjfrkf5hReGYTiWDSlK847xWpu1hF0kJfMgo3UBGMZ+J8621RzUd0nwpqGosgtpLYUQADzye2tkNHK78phEVEb+Y/OiA74fDTogO+Hw1q/b9376rwp8qe37v31XhT5V0YYtzRih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GnRAd8PhrV+37v31XhT5U9v3fvqvCnyphi3GKHY2nRAd8Php0QHfD4a1ft+799V4U+VPb9376rwp8qYYtxih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GnRAd8PhrV+37v31XhT5U9v3fvqvCnyphi3GKHY2nRAd8Php0QHfD4a1ft+799V4U+VPb9376rwp8qYYtxih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GnRAd8PhrV+37v31XhT5U9v3fvqvCnyphi3GKHY2nRAd8Php0QHfD4a1ft+799V4U+VPb9376rwp8qYYtxih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GnRAd8PhrV+37v31XhT5U9v3fvqvCnyphi3GKHY2nRAd8Php0QHfD4a1ft+799V4U+VPb9376rwp8qYYtxih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GnRAd8PhrV+37v31XhT5U9v3fvqvCnyphi3GKHY2nRAd8Php0QHfD4a1ft+799V4U+VPb9376rwp8qYYtxih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GnRAd8PhrV+37v31XhT5U9v3fvqvCnyphi3GKHY2nRAd8Php0QHfD4a1ft+799V4U+VPb9376rwp8qYYtxih2Np0QHfD4adEB3w+GtX7fu/fVeFPlT2/d++q8KfKmGLcYodjadEB3w+GskfSoYfbf9bJ4awvG714Oa0/t+799V4U+VZod8ursxhtcxRStxKSN0cwT+iorYsuIR0OfAmVKUrkOoVEtW/wAYt/qR/ialtRLVv8Yt/qR/ia3QPjNUb4Ckdu2u9X6F6HOaPt8i4O3W9SYcqHHMdK32U2qc+MKfISndcYbWcKBIRjnkg1Ns29M2G3s+0+nXcSXcdUvx0GXucBpb+bVKuJfShGEhATFUzlIxvkfDJrs3dJ9iiy7ZEu78REifJVHt6H8bzr4ZcWpLef5XCQ6Tj+SFfDNcCTE0JCu9utEuFZGblOaeECOtloOvNtJ+kDacZKUpd545AL/PXUqLOaKcyKks0OuUT0/9MBq4Sbzsw1JDbgW+TNAadYkLeW1DZl8NKULOMsvoO8cAEHOMZrk3j067JY7W/cJWze5vrt3rS7imHcoj6GWowjl5xDiV7roxJTuhJycfD4dk06c08glSLDbkkpKSRFQMgpCCOrqKQEn8wx1V8J0rphDJjo05a0tFJQWxDbCSk4yMYxg7o/6DspJ1xNtjZIUFoSsdSgCK+q4N2vdmsDDUm9XOLBZefbitLfcCErdWcIQCetRPID4182K/2XU9ravWnrnHuEB9S0tyI6wtCihZQsAjsUlQP5wayMTYUpSqBSlKAUr5K0BYbKhvKBIHaBWBu5W924v2duayqdGYakvRwsFxtp1TiW1qT1hKlMugH4ltXYaAqnbbqvWOntSafY0vqGbbm/ZN1uLsdlmGpiXIakW9qOiUqQgqRHBlL3y0tpWDnfTjI/bb6RVouk2bETp6ZCRHnqtwlz1hiM06lTySZCz/AMFOGCoKwQQtsDKlBNWxIhQ5YIlRGXgptbJ4jYVlCsbyefwOBkdRwK47tisb6JTb9mguInEKlJXHQQ+RjBWCPexgdeeqsZLMs0Kyf9IKzLtE91mCqJcmGHVtR3nG3lZSmVlW6hY4iUqinO6oA7wwoddcf/tGQvWLewjR9ze9pXe7WlgtKSStcC5KgOED/wBSnELcCc/8NJJOfdqxoGntI2132fFt0HjhTzm6tCVuAPOLcWMnJCSpazjqwcDlWxVZ7SosqVa4hMd1chklhP0bqiSpaeXJRKlEkcySe2kluJoQfT+1JetdFXXUdisshuXbZxgmGp5viFwJbXuk53UnddT1/pGQUk8u47V7PaUsRLgylF1kJcU3bhIQXlhDDzqlJGeaPoFJ3urJFb+BM07EvkrSFtgCPKZis3N9DUFSGCh1bjaFcQJDZWSwv3c7wCQSMEGueu02pyWJ7lsiLkpbLIeUykuBsnJRvYzuk/DqpmMiu2NtQ3ZTdx08mA+xNkW/6ec2llDjDrKHVuun3UNp9YQSrmThQSCd0K12j/SNs+sLxFtsXTstpmVdvYyZHHbWnjkzN0jdJygiA6d7P8tGM88WlMt1lcYcbnwIa2ZCtxxLrKSlxTikjBBGDvK3evrIFY40DTsOQi3w4FvYeaSJCGWmUJUkAqSFgAcvxlDP/Me00ktxkbKlYG5sZ2Y/Abcy/HQ2txODySve3TnqOd1X/Ss9ZEFKUoBSlKAVH9dynImmZLjepHdP7y2213Nrgb8RKlgKcHrCFtAgH+WhQ/NUgrjzY0GbHVCuMZiQw/7imnkBaF/mKTyNRQVc5tgTpS2SXLrNRqCJAMlTV0Spphy4tNJQeGw2nlIk5WU4bShCuGogIyhJ1cj0nrZHi3OcvRd1RFtU31SQ+442hDWFPhW+SeRAj73LIw62SQN4pth6PpgTbdZH41t9aabcmW+KptG+2hktpW40nHuhBdaBKerfT2isrun7C+l5D9kt7iZLnGeC4yCHXMY31ZHvKxyyeeKkluXI1OodYu6fugiOWSTIiNxTKfktKBKeZAQlse8tRx1DtHXWgse1SRqHVVu09AgQtxwqVMebk+sNpSW3FoQ2637hdSWyHEc90kYJBCjYam21K31NpKh8SOdcGPFsVpcRDiRIUNa1KeQ202lslSsBSgAOs5AJ+NXMEG1rtk6EyVom6TnvsGaqJHdZWlXH3EJUsgDOCStKEJOFKUFcgkBR4LvpBWKNqqJpmZa1MqlR5MtxapbW/CZYmwYq1SkZyzkz0uDe/kNLzg8hZ0u226ehLc63xpCUOB1KXWkrCVjqUMjkfz9dRa62bZ8NotqduFjS5qO52i6R2VohLW09C4kNUoPqSkt/joiBPFOTzCetQqLO4SRCrH6RUW9R7rdoFglT4EKNKuCUxUJLiYsZptbpGFq46lFwbgQkZJAx1qrNe9rtzvezRWq9MwZVulNalsduG8EKTIafusRl1KFKG6d5t1bZOAUknB5BVWvEtVrgJSiBbYsZKU7iQyylACeXIYHVyHL8wrGLfZbZblMIgQ40Fg8ctpZShpBSd/fwBgEEBWe0ZpJbiaFM3n0sNK2K3XaVPsEwSLQ/KjKjh5sKkuRnLg0+Wd4grQldtc97A5OtkgEkCRTdt4s9xXbb7plUL6RtlEkzEGOlShGVvuLwC23uzGsqI5FDmQAElc9lWfS7kphqbabWuQ5xuAHY7ZWreyp3dyM894lWOvJz11mlRbLJdNtmwYzypTSiptxgKS42N0KCsjBH4nI9g7KSW4mhGdP7RnL/AHKPEb0+6xGchRJTklUltaQqQ7JbShO4TvYMYknkMOoxn3sTWsLUSKyAGYzTYSEpASgDAGcDl8Bk4/SazVUIKz2/+Hxv1yP8wrBWe3/w+N+uR/mFF4FTiWDSlK807xUS1b/GLf6kf4mpbWhv1lmXGWh+OW91LYSd5WOeT51tgqjXTU1xUVWyQpDbXsruO1Wz2u32rU6rFJtkmXJblIaUtYU9b5UQFO6pJSUmUF5z/IxyzkUxC9CnUcO8R70nbDMXJtsW+xrW6tl9bsH2hAYjpKFqfJ+jdbee/Pxsct0Gu4nRW6drPjPlTordO1nxnyrpV0Nc1U50a9OR1gsPopTBAYtmrNfz34iIV2jrj26XNZS09LS0ht9lTkha0KbS24QCVDecyMY58Nn0YNpj8jTlx1HtqevVwhSvXLvJcZkx+O8H2lhyMhmQlLWGmUt7qw4k5USOZFdq+it07WfGfKnRW6drPjPlUnDuML7HThPoS39+Rb3bttfmXBqNcGbnJakNSHEvyGrq7LQsBT5CCGHERxj4NhX5q2Fr9E/aRbEWSOvbUuWLZDZjLlPMSvWUqRNmSFloiTuAOolNNL4iVnDCcEdQ7b9Fbp2s+M+VOit07WfGfKk4dyyiWKH9HnYfqTYpGvEK97RZWp49yat5aRIS7liQyxw5DoLjiz9MoBZAwAR8eurgrcdFbp2s+M+VOit07WfGfKskexEkimKsevI09K3HRW6drPjPlTordO1nxnyq1GXFN1iG6n06dSQ1QVznY7Ljam3OEpSVEFST1pII/FI/rqt5no/pTqK76htF6aaNztNltCWHw+tKWoMqY8reUl0KVvolNJHMbpZyd4KIq+uit07WfGfKnRW6drPjPlUxsXmMD05FFRNh93iNXBQ11cHH58mElSuO+kJgoieqvsZ4hOSlbzqFDBS7wid7cOcsLYnPVdfWL7qczYKrkZ77KFSG1yEgyChCzxsDdLzX4oGeCARz5Xh0Vunaz4z5U6K3TtZ8Z8qmOHcuF9ijYWxC4wbFChN6weXcmrFGtU6YsOn191phDZccHEyErKTvAEKwtWFA+9XNs2x5+Bc2bpK1E6r1N+U/BiNLfEeGXXWVAICnCVcmnCd8q999wp3U4SLl6K3TtZ8Z8qdFbp2s+M+VMbLjC+xUmsdlCNRagl6jhzm2nZrUJmRHeLxafSwZBwvhuIVj6ZBG6RhTQJyCRX7aNlk226b1FaJGq5kudfojMT11xS8sJbjJZG6N/l7wWrkQfe5kkZq2uit07WfGfKnRW6drPjPlVxsuTA+xS1q2LyLGZvsvVMloS7qiaApby92K3KjvNRvecPJKGXUZGMh45HLB19q2E3C3syVP6jakvmPHgRlLEjKIjbzTim1r4u8tSg2sb+QffGc4Ob56K3TtZ8Z8qdFbp2s+M+VTHDuXC+xQ0DYdqCDaHLc3rpQUtqc0kht4pbQ9KfeaQMulZSht5LHNRO4k4KSQRudN7Lbvp+42+4I1En/c33VlhPHWyGnHFlSEIccVglJSSrJO/vkYSQlNwdFbp2s+M+VOit07WfGfKmNlyYH2NPStx0Vunaz4z5U6K3TtZ8Z8qyqMuKbrGnpW46K3TtZ8Z8qdFbp2s+M+VKjLim6xp6197tjt2hGI1MXGJzlaM5wUkfAjtz/VUo6K3TtZ8Z8qdFbp2s+M+VSoy4wOsURcfR/Ycu1vvFqvZZetmnLvZGA+X3cuzVw18VSuKFYBiu5SCCePyKdwUjbEb9b5ky9QNavIuCLchi1tlcgx4shEtUnKkqdJU0v6NtaOsoCwFDe5Xv0Vunaz4z5U6K3TtZ8Z8qmKHcuF9iizsMn+vSUHV8l62viOwlLzkhUkRmxHSWS4HQDvBheVbu9l1Rz27W07IBaeC9G1DKblMPXHhSUrcU42xImOvtNjfWR9El1KASDncHIDkLf6K3TtZ8Z8qdFbp2s+M+VMbLjC+xRUDYXMS8ldx1OtMVDjD6YENclEfjtxXmeOd95SytS3W1Eb25iO0N3e3lK3mtNlitWXG33sXYNXCBZ5NrK1h3df4rsZw74QtJCCGHEqAIUQ7yUCkVbPRW6drPjPlTordO1nxnypjZcYX2Kn0LswmaTvMi8ztSPzi5BVCjRt5zgw0KkOOkNhS1ZGFtpyrKvc68HA0Q2DyYq7tItWsZkWTcoQhodLj6+DmI606oAu4995xD3LBBbAB55q9eit07WfGfKnRW6drPjPlTGy4wvsUa7sTub17ud3VqdIDouDltSUvKXEflB/eWV8XKkguownkEhGE4BATltOxy9WwSQzq9UZD1zXOabYS8RHbVFjtFCC44pWQ4wt4c93ec5pxnN29Fbp2s+M+VOit07WfGfKmJlxhfYo+0bHL/aYjaWdVNIksyW5TamxILPEQ0hHEU2t5QUpWF5GQMcPABSVKtitx0Vunaz4z5U6K3TtZ8Z8qqPYnMmB68jT1nt/8Pjfrkf5hWx6K3TtZ8Z8qyxNM3JmUy8ss7rbiVHCvgD+iixGS4hGOnwJXSlK4DtFae8X5drkpjpjJcCkBeSrHxPlW4qJat/jFv8AUj/E1thNRzpKa4iq1s0M3TB3uKPGfKnTB3uKPGfKo9Sumiyxz1X3JD0wd7ijxnyp0wd7ijxnyqPUpRZYVX3JD0wd7ijxnyp0wd7ijxnyqPUpRZYVX3JD0wd7ijxnyp0wd7ijxnyqPUpRZYVX3JD0wd7ijxnyp0wd7ijxnyqPUpRZYVX3JD0wd7ijxnyp0wd7ijxnyqPVFLhrtce+vWe2aWu11Yt7oZukyIG9yC4WkOoSUKUHHSpDiD9GlWMjOKUmWFR9yzOmDvcUeM+VOmDvcUeM+VQc6v0sG33ekEDcjbodPHT7u8opT8f5SkqSO0ggc6/Z+prVb1w+NKaDMtl2SHysBtLLaQpS97qxhQPZjJpSh2FR9yb9MHe4o8Z8qdMHe4o8Z8qhTuqdNsT/AGW9fISJYWGywp5IWFe7yIzy/HT4h2iuJK13pSNDcnJvDMlppCnD6seKSkIUvICc5BCVYPUccqUmWFR9ywOmDvcUeM+VOmDvcUeM+VQgar05h0rvMVsx2BIeDjgSW2z8VZ6sHkezIz1is0nUFkhwGrnKukdqK+cNOqWAFnBOE9pwlRwPgCfgaUmWFV9yY9MHe4o8Z8qdMHe4o8Z8qhsTUNinzTboN4hyJIb43CaeSpW5y97APV7yfEO0VE71tYRZLXftRSNG3tyyWOFMl+0GwzuSVRUuKdbQgrC0n6JQClpSgkjCudKUOwqPuW90wd7ijxnyp0wd7ijxnyqmWttVoTZb9dLhYbjEkaats243GGXGHVtiM026ptK21qbWoodQQQopySCQQRU/hyUTYbExtJSh9tLqQrrAUMjP/WlKGvIVH3JP0wd7ijxnyp0wd7ijxnyqPUpRZYVX3JD0wd7ijxnyp0wd7ijxnyqPUpRZYVX3JD0wd7ijxnyp0wd7ijxnyqPVA7Htesl0v1xsdxt0m0CG7ObjyZTzCm5iYkpMZ5SQ2tSkfSuICUuBKlb3ug4OFJlhUfct3pg73FHjPlTpg73FHjPlUJRqnTbq47bd9gqVKALAD6TxMjICefM4ycdeAT8DX5N1TYLcG3JtyZaZdQHEvFX0eCpCUje6sqLqAkdZKhilJlhUfcm/TB3uKPGfKnTB3uKPGfKoMvV+lmy8F6ggJ9Xc4TuX0+6rJBH9RBB7CDnqNcLUmsZFlnN2y0aWud+lBCX5KISmUCMwVY31KdWkEnBwhJKlbqsA4pSZYVH3LG6YO9xR4z5U6YO9xR4z5VQM30kNNQZmo0Oacuxg6dkR4a5u/HSJMh2FGmBttouB3kzLbJUpATlKhnlVl2y+RrpcLvbmWnELs0pER5S8YWpTDTwKefVuvJHPHMGokOGvIVH3Jn0wd7ijxnyp0wd7ijxnyqBWvV9ruNq9tuuJiw3JLkeO46sfThKineSBz57qjg8wEknlWd7VOn4zrTEy6x4zr7gaaQ8sIUtRcDacA/8AqWQkdpIxVpMsKj7k26YO9xR4z5U6YO9xR4z5VWVy2n6QgwFT4l0auKTEfmNiGsOBaG2eL+MDgbyfxSeR/qNbZjU9mWmMmRPYjvSshttxe6VEAZ3c9YG8Bn847aUodhUfcm/TB3uKPGfKnTB3uKPGfKoEdc6OSVhWpraC3u7w9YTkb3E3eWfjwXcdvDVjqNbC3Xe33XjG3yUvJYWEKUn8XJAIweojBHMUpMsKj7kt6YO9xR4z5Vkj6rdfkNMGEkBxaUZ3+rJx2VGqzwP4fG/XI/zCiwmS4BIjp8SwaUpXCdgqJat/jFv9SP8AE1LaiWrf4xb/AFI/xNboHxmqN8BSm3PaDqrZ+NIPaWs827Lu15kwpUKEIvGeaTa5r4KTJcbbTuuMNrPvgkJIGc7ppnZ/6cURmw6MtWudL3iferyu0W+bcGXILSBNuAWpohgOhwthCDvLQjdCklIzjNdr5MGDNU0uZDYfVHUVtF1sKLailSCU56iUqUnI+CiOomtSrQmh1vxZS9G2NT0FCW4rhtzJUwhKt9KUHdykBXvADGDz666lRZzRTmRUlmh1z1r6X9znaf08xpjQd+sFx1C/YJyJM5+AUsW+ZdYzIyjjEuqdaU8khoLU3vIKt3JKdnH9O7Z088q3q0Zqpu5stTHH4BZZLzbkIPmcx7rhSXWeBgpzgl1rB5nF+ytGaPmqgqm6Us8g2wJTCLsFpZihJBSGsp9wAgEbuMECssXS+mYMkzIWnbZHkFx14utRG0L33Tl1W8BnKyBvHrVjnmknXE22KE0p6aVk1fdk6etOzLUD109YhNONMToEhpDUiGuYHg60+pK0pZQSUpyveISEmptsK9IrTu3l6+M2LS+oLQbK3DkFV0icFL7Mri8IozzKhwF7wAKRlO6teTif2nROjLAtDli0jZbctCt9KokBpkpVgjIKUjBwpQ/+49prl2qw2OwpkIsdlg25Mt4yJAiRkMh109a17oG8o4GSefKqiO5qFVORz6UpWRiKUpQCopcdBuSr67eLbq69Whic6HrnChKZDc5wNIaSpS1NqdaIQ0gfRLRnHPNSulQEA07sds1guM2cu93K4tyDHTHjS0sFuG0y686223utpUoByQ4recKl53fe5CpBcNE2W62NOnJ6XXYHst60ONBW7xI7raW1glOCDup6xjGTW/pSSCZUcP0cbEm4XG9XnWWobvdLrIjypUySIra1LZkxX04S0yhCQTCaSQEjKSr4nI3to2PWq16XmaSc1Fd5kJ+J7NjF7gBcOEllTTUdBQ2neCErVhbm+4T+MpVT+lTChZqQC3bG7Db3H2FXa4SbYtTzzFtfQwpqO+8srfdSsNh1RcUpRKVrUkZASlIAA2eqNnsPUdrgQY96uFpk2qcq4QZsMNFxl1TTrKxuOoW2pKmpDyMKQcb28MKSlQllKskEyMWPZ7YdP3GJc7eHQ9DZkMJKgn3kvcHe3iBkkCOgDn8T18sai7bJGrzbr5p+VrXUKbFe4cyKbW2tgNRzKS4HXEL4XFUfpVEJcWtAOMJ5Cp9SkkJMhOsNldq1a5vNXedZ2pEV+33FiA2xw7hEeCQ6y6HG143gkDfRuuAcgoVMmGGozDcZlO620gIQOxIGAKyUpIClKVQKUpQCqx1BsB0pqCPcWHLpc4xuTzst1TXBURJM71xp0BbahltwqASQUrSoBwL3UFNnUqKkxORWMHYXZrC4x0du8yPESuI69AUhgMOvshDfrIIa30OcFKkBCFJayokoySa5kTYzaWrZbrbctRXe5+zZEN9t6TwAtXqsiM+0khDaU4BiNJ5AHBVzyciwqqzUW0LaJbbnfo9u0upaYIKYcf2LNkKU0FspVN47X0TyUIdcc9Vbw+4GlIRlfKoqIhc1OFO9GTRctF6DN2uMVy8TFTEvNMRC7D3luOKQ0pTJOC46te8veUCcJUByqc6m0Q5fpbU+3apu1ikbiWJK4IYWJTAVvcNxLza09ecLSAsBSsKGTUXj6m2wXdyGzardZozXHcbfmzbRMQh9CXSkKbZU4hbQwMArJ3sb6fcUmoxsz237Q9Zypq79pE2r1FEJMm0ixXBUuK67Z4c55Dj2OGFoclLa4RSHMoSMbygDMi5k0hbDNCwbVqazIjPORtTS2ZbnFKVLiqagRISEsqKd4ANwmle8VEqUvPI7o58HQl2smmr/AArfquVcr7fVreeut1abOXiyhlBLUdLSAlLbaBuoCc7uSd4knQtal2gXjX1kmQbbMjaZdtd5TKYftkhlZks3CO1HWorxuFbW+tAI95HEUMggp1982i7VLHpM3a5WeBDmuNOy0KTYbhMaaQlh5aYzjbKuIHMs5Lp3Uc0IwFuN7zJBmTXVezm0ao0dH0Z63IgRoao6oz7SGnnWiyRukcdC0k4GCSknmT186hmutj2p9Q3qyxrHe2oljjXC13C4uPyErffMKa3KSgoVHWpeSylIUl9ojiKKgvdwr6vu1fWDGmdIXix2aO9Mv2mn78/GTbpcwrcbajLEdoMZKCtUggKVnqHIk19jaZtIjm5z5WhJspu2yHCq0QrPJMxyOl9bKOFIcWmO8tY4b2EH3UbwIzg0WShJofOn/Rq0XpxdoXAvF5PsbTUfTDAWtnCo7MRyMHFYbH0hS6pRIwN7BxjlUuuOzqLOuUe4M364xEoUsSmGkMKTMaUQeGtS21LQAUg5bUhX58VDHdpe1cohJOiURVcZUN972XMlMyZTKkNvBsN/SMMqdLobedRgob4mFJUKsnTEvUE6JMkaiix4zguMtqK0y2tJEVt5SGlLKz7ylJTv7wASQsYHxNSXIiz5kAa9Hiwr1HK1NddV3u4yX40eE0h5uI23HjsM3FppCA2ynO6m6vneVvKyhvnyINgaX03D0nZYtjgPvusxGGY6FPEFRS22lAJwAM4SM8uutvSqiIgnMVngfw+N+uR/mFYKzwP4fG/XI/zCi8AnEsGlKV5p3iolq3+MW/1I/wATUtr5UhCjlSEk/nFZw34FmYvbjSRXNKsXgtfKR4RTgtfKR4RW/wARoaaGpXVKsXgtfKR4RTgtfKR4RTxGgoaldUqxeC18pHhFOC18pHhFPEaChqV1SrF4LXykeEU4LXykeEU8RoKGpXVKsXgtfKR4RTgtfKR4RTxGgoaldUqxeC18pHhFOC18pHhFPEaChqV1SrF4LXykeEU4LXykeEU8RoKGpXVKsXgtfKR4RTgtfKR4RTxGgoaldUqxeC18pHhFOC18pHhFPEaChqV1SrF4LXykeEU4LXykeEU8RoKGpXVKsXgtfKR4RTgtfKR4RTxGgoaldUqxeC18pHhFOC18pHhFPEaChqV1SrF4LXykeEU4LXykeEU8RoKGpXVKsXgtfKR4RTgtfKR4RTxGgoaldUqxeC18pHhFOC18pHhFPEaChqV1XDg2i222RPlwIbbD10kiXMWgc3ng020Fq/Pw2m0/oQKtHgtfKR4RTgtfKR4RTxGgoaldVwbtZLVfWW2LrDRIQy4HW8kgpVgjIIIPMEgjqIJByCRVp8Fr5SPCKcFr5SPCKeI0FDUrEW2AmTHlpiNpdiMrjsKSnHDbWUFSUgcgDw0eEVyasXgtfKR4RTgtfKR4RTxGgoaldUqxeC18pHhFOC18pHhFPEaChqV1SrF4LXykeEU4LXykeEU8RoKGpXVZ4H8Pjfrkf5hU+4LXykeEUDTQOQ2nP6Ki7RNOASBJeJ90pSuY6BUT1W4tNwbCVqA4I6j+c1LKiWrf4xb/AFI/xNboHxmqN8JpuM781fiNOM781fiNU56T1m1dcNCQp2hrnqeJd415tzO7Ypz7C1xXpjKJJWlojfAa3zkg7g3iMddV67r70i9IS9U2/SWilXaJa598lsuX1NwlOyosRyAmMzHXxD77yZEnd5bpLRUB7qgrqVZKcyJM7S8Z35q/EacZ35q/Ea602fbtt+c1HZNM6g2ZsxHl3U2+XLasc9cS5NibwVOMuJUfUgGPpgXQ8k9RKE5cT2UqoqKRUVD64zvzV+I04zvzV+I180qkPrjO/NX4jTjO/NX4jXzSgPrjO/NX4jTjO/NX4jXzSgPrjO/NX4jTjO/NX4jWm1eiY5pS8otzkhEv1B8x1RlFLocDZ3dwjnnOMYqsdQai2j26GqxwYpcjmLGhCPIt8mVOm8ZpCnZiJSHdxpDZU42ULbJC20krAcQkxVkVMy5+M781fiNOM781fiNde9MbSNtVut+irTJ0HhCoEBF0Sq3PuKbU6+Y5b4/FCkrYQkPuLSw6FhWCGE/S1KIm0HaVM2UnUfsiHG1J6ypjddtahH91O8S20qUjeSogtpU+/G94jfDahwymgkpbnGd+avxGnGd+avxGqWa2n7VZt1u6G9ILtluCAIb9xsjv+4grQlDz/DlKXISpK98oDTBbAUFL9xSh+6k2jbXrRbhNs9itd3kRoDhchNWac2qa7h8IlNOLUA23lpBVHKXFjihIdIKHHE0Ei6OM781fiNOM781fiNdf9U6x2y3DS8vT8u329m4sOLEiUzYpyW7m3wYL6WoqUur9XcHrjrZUtx3JiOlLZBUGpZA1TtO1JoHVcphqFa7/ABHXW7Ws2l1bASEJI+jL6XXVZ3k5WmOrP/w8AKWmgkWpxnfmr8Rpxnfmr8Rqv9Lam15K1rKsmoY9vVb0NvttqjWqUwtLjJaHGU6tamy28XFlCORSGyAt33imJWC8bW7FaZNofdtcRU263B63z5NhmS24LBnSd1uQlD6S8paQlSVhTKUhaU4Ud0qTQSLt4zvzV+I04zvzV+I1Qbm2DbdNtjaYmzRm03iXIjpESXCkykQmXYEJ1SnFILfE4cmRLaJG5verkYSQo1Y+gtT6lvN31HZtSxEhdqlgxZMa3qjxnI7il8NsLU84px5Aby5lLRG+ghG6pC1EVFElQmvGd+avxGnGd+avxGvmlUh9cZ35q/EacZ35q/Ea+aUB9cZ35q/EacZ35q/Ea+aUB9cZ35q/EacZ35q/Ea+aUB9cZ35q/EacZ35q/EagG0F3U8HUNnuun4N2uTcO3XSS5bYcostzX22kKjsrJ9wFaspSVcuZqDP6t2ry9W6caEKHdWYdwS1JukWyzIMVDT7LpcJZcdcLhbw23ycwHFK3ikpKBFVELIvjjO/NX4jTjO/NX4jVBWvbBtnksJlXPQoiNOTYa9w2V0SEx30v70ZKDK3FvNKaa3nVutKIex6ulQQl2a6219rbS2oV2u26MnXmMpCJjT0S3rWlTCklj1dK+JumSmUthxW/w2/VluEEqbJKaCSlkcZ35q/EacZ35q/EaouXtQ22QzfGFaHLqovCYjvosh3IzpktMlwp9eJlNlLi3vxowbQ3lSlJJWmPWDW229nUurr5L0kzaRJtlskNuz4T70d19twtOpabDqA19Fl3CnSjecQkuhKFOmYkLI7K8Z35q/EacZ35q/Ea1WmbpIvmm7TepcGVCfuEFiU7GlR+A+wtbaVFtxreVw1pJIKd5WCCMnGa2dZGJ9cZ35q/EacZ35q/Ea+aUB9cZ35q/Ea5EB10zowLiscZHx/5hXFrPb/4fG/XI/zCovAqcSwaUpXnHeKiWrQfaLf6kf4mpbWF6bEjKCH5LbaiMgKUByrOG7A6cjB7cSSK9weymD2VPvalt78x4xT2pbe/MeMV0V16TTRS5AcHspg9lT72pbe/MeMU9qW3vzHjFK69IopcgOD2Uweyp97UtvfmPGKe1Lb35jxildekUUuQHB7KYPZU+9qW3vzHjFPalt78x4xSuvSKKXIDg9lMHsqfe1Lb35jxintS29+Y8YpXXpFFLkBweymD2VPvalt78x4xT2pbe/MeMUrr0iilyA4PZTB7Kn3tS29+Y8Yp7UtvfmPGKV16RRS5AcHspg9lT72pbe/MeMU9qW3vzHjFK69IopcgOD2Uweyp97UtvfmPGKe1Lb35jxildekUUuQHB7KYPZU+9qW3vzHjFPalt78x4xSuvSKKXIDg9lMHsqfe1Lb35jxintS29+Y8YpXXpFFLkBweymD2VPvalt78x4xT2pbe/MeMUrr0iilyA4PZTB7Kn3tS29+Y8Yp7UtvfmPGKV16RRS5AcHspg9lT72pbe/MeMU9qW3vzHjFK69IopcgOD2Uweyp97UtvfmPGKe1Lb35jxildekUUuQHB7KYPZU+9qW3vzHjFPalt78x4xSuvSKKXIDg9lMHsqfe1Lb35jxintS29+Y8YpXXpFFLkBweymD2VPvalt78x4xT2pbe/MeMUrr0iilyA4PZTB7Kn3tS29+Y8Yp7UtvfmPGKV16RRS5AcHspg9lT72pbe/MeMU9qW3vzHjFK69IopcgOD2VyLeD6/G5f/ABkf5hU29qW3vzHjFfqblb1qCETWSpRwAFjmaix1VPhKkJEXicmlKVynQKiWrf4xb/Uj/E1LaiWrf4xb/Uj/ABNboHxmqN8BpKVwZ97tFrmQLfcLgzHk3R1bEJpasKfcQ0t1SUj4kNtrUfzJNftnvNq1BbGLzZJ7M2DKSVMvsq3kLAJGQf0g12HIc2lKVQKUpQClKUApSo7r6wPao0vKsTDMB1UpTaSmfEMqOQFgniNBaCtPLq3h+moCRUqp7fbtpempLthtKIcaNAYUzbI1staGLQ4wWEKVIWhW+60+mQp1KWQ+UKQEkjKiU6Nc/wBJaDqyXCZYizbOxbQlEl5Ta3HSIyiH0MJjNI9YVIwlSDKKA2kYaBPEMmWRelKpqVdtsSV2sW6TfnUetw0RzIscVHrkVVwQmUudhWW1oiZWjcEfKio7qz9Gn90mztduy9P3fUt1vLL0ZUxq4RUtsssP/Tsbi1I4CFpG7xd0BSgAnHEdyVrYhIuSlVNqO/az0ohp3UmsXo8a4zlLD7EOMhUZKVnhx20LQoKQpIRxFrUVfjqSUAgI+m9oGrJuxI6h4M6HqSJAtaJjqoCcqkvsRXXlstq91WBIUkDGAtKk4O7ikxItevhx1plIW86hCSpKAVKABUogAfpJIA/Oape6zdvqtOTZmnnJD8iNGYTDTOjMRH5SFzJKHHnN1l7cfTETGc3Us4LiubSQS0NddkbbtQactcTUkOUzdm3rZJES3IQ9DdQ1MjurfffUy0tuQkoOEI3ElO8dw9aGISL8pVFWUbcrzo+52m/3C92m7q04tLZhxGClqSllosqbkOBSi+4vjpcBDmMJKSyoArlt0VtKtFuXd4d53kWqNNdMWYyjcmuAvFtT7wBUhAAaOGwnGT1jCQxCRZFKqvQ2r9Tagtuo1Wi8yr23EZjmBKmRmGnS6tTvGThlIQrcATuApGQEZKt7fVG4t19IFV7mORXLvJssAPPW8zrdFYfuIDNp4SJADYKcrduhPDDastj8UACmISL1DrZcUyHElxCQpSM8wDkAkdh3T/0PZX3VZbMI+tXNb6mvOrPaSkSbXa46FTITUdDcluRcFPMscM++yhLrBSpRWTvn6RfUmzaqLMi5ClKVQKVQTGmNuluccnWG6TpMf16VqyIi6yEpWhyatxXsRTLYG8yyFZ31ryFLABwnlK4a9rsnTTirfcpjk6O66+0q6w48Z2UoNpV6uoob3UM8YqQlwNb5bT8Th5WMyyLSpVSaWuW3FWzKZJ1NBYRfhPYbYWy6JEkW9TrQkvbpix0F9DZkKbRwd1RQ2CF5Oc9puG1dy8Q/XF3FUcNISw29BYaalMFP0j8spSpTMhJxuIbUlKskFtOSW0xItSvkLQVlsLSVJAJTnmAer/A/9KoTVt7256ItzM6RqGZcmZVwjwpUgWyKkRW3ZUJG+w2lGSpXHktpCy5gNoyFqBUrnXyRtwj6XXctKw35NzkKjsqlTeHCmLitvSOG4ptEaS2l1TZZLgDKR76iEsn3EMQkXfSq60Pcdrkm7zmtb2+Kw03AQqGmOkcB2WWmC+hTmN8todK0tLKW1LSpwKb+iQ67XeoNbbYbRq+0WeTdNQx7NfLhGgpkJs0VUtMj1C/SZTUZBaKVoQqHbt1SkqJTnmd4mmISOwr77EVhyTJeQyy0krcccUEpQkDJJJ5AAfGsldetqH4ZtXaS1XpS3QpUp256fudtehIiNJjBDlqkcNxDwO+ZRmGO3ubwSEOOe4rAdEhjXDbhFEtDEJ1ya03cl2mK80lcOYvfkFn1x5X0jOFCOlO4v8RSvcOMpYhIuSlUXf422S5QblKsF/1StMG1XM21MmHGiOzZKorvCS8lDaTye3AgpDRwEnmcrVv7I9tgnSZ8a4z5cCS888yQYDC4kGOmSpMV2MsjfddcjbjjocU4lLhOA2Bw1MQkWrWFEuI4420iU0pbqFONpCwStKSApQHxAKkgn4ZHbVc6Cn7U1a4egayMh61Cyx1tOeqoZbEnCN8ndaO84VcXJDyQBuJDCd3jOVnZNO7cLXtWs92asz4stti3OBxVqCy2xINncSlCVEp999h4K6sNh5QO+E5K4SOzFZ7f/D4365H+YVVuw64bZLhaLi5tit8OLMD6DHSw9xMEoBdQPoGfo0uZCOSzu9brn4xtK3/w+N+uR/mFFWaBMlLBpSlecd4qJat/jFv9SP8AE1LaiWrf4xb/AFI/xNboHxmqN8BUe1vQertXq01etCaitNovemLk9OjqukByXGeS7DfirQpLbrakndkFQUCeaMEHPKno3oj7QrXcY7+n9tDNtbTpuTZpD7doWp5152I40hxIU+Q0lDy0vYbKc7gSck8QdoqV1q1F4nKjlQ6zwvRY1/Fuuirs1tKtkY6auYnSIzEGUqOW/WG3FtstuSVIRvJbKN7dCklZIVgFKuzFKVURE4BVVeIpSlUgpSlAKUpQGnuGrtM2q4G0T73EZnBtDvqy3QHCle+Ecj/6i24E9u4rHUajFk206OuV51LaLnc4NpVp+ezEQqTMSDJbctzM3i7pA3MJddGMqyGFqz1hO5vez6x6hvsW+3N6esxVtPJiJkFMZTzW9w3VNjrWne5HPwT2VqbzsT0FfjJNzhSXBLuSrs6BIUAZBtns0n9Hq3LH/q97rrFZ8i5G+t2u9GXe4tWi16nt0qc8lxaI7UhKnFJbUUrO6DnCSCD2GuPO2j6Mt60GVqCAhhSy0uSZTQbbd4rbSGzlQUVKceQgboPvEA4JGc2mdE2jSq1vwXZb77sduM69JdC1uIQtxaSogAE5dXzx2dlaF3Ylod+T60+ie4oXGPdEJMohCH2ZbEpBSkYSkcWM0SAOeDnOTTMZHJnbRdkV4i+r3PVOnJsffP0Uh5pxO8kLJO6rPMBtzJ+G4rsNcx3X+j250m0Xi7W2KUPobjpfkIxJQWmFhxIPw3pCEjr57vPmBWovWyK3XG/xL1bb1dLUpCpK5LkKSW3ll3fI3VYO6ApxZxjs7K5q9kukBKt8iMxIjItwbS1HadHBU222y2htSVA5SEx2sDtTmmYyNnfNf6I0zNFu1Dqu126SrhYakyUtq+lKw2OZ61Fpzd7dxWOo1hjbS9n8yC1comsbS9FeWENuolJKVktF4YOeeWgVj/lBPVWm2j7HrLtEYkeuXW6RlucN9MdmUURVymgrguuNge+QSjPMZDaB8K4Vo2I2+Dp+12eXqW+SZESOzHfnGaQ+pDcdTIbQrHut/SOHd5/8RVMxkczTO2XTV+fvSJq41uYtVxMBqUuc0tuXlzcaUgZC8rPUN0g5AClHIG0uO1XQFuhKmHVFvkH1RU1lliQhTkhsMl4cMZAUS2N4DPUQernWmg7Bdn9qG9ZmJ9ueRIblR340tSXYriAtOWlHO7lt11s9eUOKHxzXLc2O6Weeccem3hbb+XH2VTTw3n1RzHU+sY5uqbOCrtwcU/MMjk2vWmzyyvz7HFkWqyiBOTELKHY7aXXFMsLCwhtRKRiQ0n6QIVkjluqQpXNO0jQIf9VOsLSHeN6vuGUjJc3nU7oGeZ3mHx+lpY/kmtXJ2PaRf1NO1cw5codzucsypjsaWpHHy1HaLSh1FspiMZT2pJ+NbC8bOdOXpMdMkSWvVi2pssu7pBQXCnBxkHLq+YwedMxkSilfgASAkdQGK/ayIKUpQClKUBptQ6y0ppNKVam1DAtaVMOyQZT6WxwWyhLjhJ6kpLjYJ6gVpHxFY5Ot9LxwkIvEaQ4tbCQ2y6lSwl2R6uleM/i8QKBP/IrrIxXB19s3se0aAu132ddGIr8V6FJahSywJLDpTvtuYHvA7mP0KV21htWyrS1ovU++xlT1vT0x0Fp2UVNMoZkKkIS2n+SOKtSj25NTMuRypO0LZ2uG5Il6qsyorSklanJCCgEBS0q58uQbUoH/AJCfhXJk690XDelR5WqLa05BO7ISqQkFs5QMHn15cbGP+dPaK12mtlumNKxGrfblTnYsRlMWEzJkFxMKOlJShhnI91CUndA58gOdYEbItJIluvlVwWwp5ySzDVKJjxnnHA4640jHuqWsKUo55lxfbUzGRzI21TZxNaL8TW1neQEheUSknKSXQFDnzGY8gZ6ssuf+k4z3HW+gokeLcrpqSzttcRS4rzz6Mb4WiOSgk9e/IQ3y55dCf5WDqrxse0leby5qFbtziXJyLFh+sxJimlpajqllCR2ZE+SFdoUOwVgn7EtGXG4ruMl26EmOuM2x63lllLj8d90oQQQFLcisqUrryDjGaZjIlL+p9MwozU2Re4DLEoR1tOqeSlLofcS2yQfjvrWhKe0qA+NROZtv0MxqOxWeJfLXKg3mJMlLuKJyQ3HDCGXEgjByFoe3gcjCU55g8pDI0Jp2YuxPTY70h7TrTjEJ1x9RXuOM8JYWc/SZSEk72feSlXWKjb2wbQcuA/AnpuEv1m3T7S687J+mVFmNIadQVpAJwhtISTzTzx10WfIZH3qTbZpCw6Rv+o0TIj82xxro8m1qnsh2QuEqQhSAptTgTvqjOAZypOCFJSpKkDcJ2oaBSAiVq20x30pPEaVLRvNrSpKVoPPrSpaUkdYJGcZrSObB9DLYvENpy7R4uoG7g1c2GZyktyhMekvO747QuY/u4/FCsfAVnj7E9Fw0XCPD9fZi3F92UuKl8Fpp513iuuNgpJSpbpWsnP4y1EYzyfmGRPGnG3m0vNLC0LSFJUDkEHqIr6rDEjNworMNkrKGUJbSVqKlEAY5k9ZrNWRBWe3/AMPjfrkf5hWCs9v/AIfG/XI/zCovAqcSwaUpXmneK1F2sPtSQl/1jc3UBGMZ+J8629KrXK1ZoRURySUjfRD6592nRD6592pJStlZ9zCkyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tOiH1z7tSSlKz7ikyxG+iH1z7tZI+leBIaf8AW88NaV43evBzUgpUqvuKTbClKVrNgpSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQH//Z" width="302px" alt="symbolic ai vs machine learning"/></p>
<p>
<p>In our paper “Robust High-dimensional Memory-augmented Neural Networks” published in Nature Communications,1 we present a new idea linked to neuro-symbolic AI, based on vector-symbolic architectures. Learning games involving only the physical world can easily be run in simulation, with accelerated time, and this is already done to some extent by the AI community nowadays. Constraint solvers perform a more limited kind of inference than first-order logic. They can simplify sets of spatiotemporal constraints, such as those for RCC or Temporal Algebra, along with solving other kinds of puzzle problems, such as Wordle, Sudoku, cryptarithmetic problems, and so on. Constraint logic programming can be used to solve scheduling problems, for example with constraint handling rules (CHR).</p>
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<p>
<h2>People and Companies Working on Symbolics</h2>
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<p>
<p>Neural networks are almost as old as symbolic AI, but they were largely dismissed because  they were inefficient and required compute resources that weren’t available at the time. In the past decade, thanks to the large availability of data and processing power, deep learning has gained popularity and has pushed past symbolic AI systems. Non-Symbolic AI (like Deep Learning algorithms) are intensely data hungry. They require huge amounts of data to be able to learn any representation effectively. They also create representations that are too mathematically abstract or complex, to be viewed and understood.Taking the example of the Mandarin translator, he would translate it for you, but it would be very hard for him to exactly explain how he did it so instantaneously. Additionally, becoming an expert in  English to Mandarin translation is no easy process.</p>
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<h2>What is the difference between symbolic AI and non symbolic AI?</h2>
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<p>Key advantage of Symbolic AI is that the reasoning process can be easily understood <img src="http://s.w.org/images/core/emoji/72x72/2013.png" alt="&#x2013;" class="wp-smiley" style="height: 1em; max-height: 1em;" /> a Symbolic AI program can easily explain why a certain conclusion is reached and what the reasoning steps had been. A key disadvantage of Non-symbolic AI is that it is difficult to understand how the system came to a conclusion.</p>
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</div>
<p>
<p>If you&#8217;re aiming for a specific application or case study, deeper research <a href="https://www.metadialog.com/blog/symbolic-ai/">and consultation with</a> experts in the field might be necessary. While legacy systems are rule-based, modern data is vast and varied. Symbolic AI bridges this gap, allowing legacy systems to scale and work with modern data streams, incorporating the strengths of neural models where needed. There are specific tasks in industries where predefined logic is paramount.</p>
</p>
<p>
<h2>Humans, symbols, and signs</h2>
</p>
<p>
<p>A knowledge graph consists of entities and concepts represented as nodes, and edges of different types that connect these nodes. To learn from knowledge graphs, several approaches have been developed that generate knowledge graph embeddings, i.e., vector-based representations of nodes, edges, or their combinations [15,36,47,48,50]. Major applications of these approaches are link prediction (i.e., predicting missing edges between the entities in a knowledge graph), clustering, or similarity-based analysis and recommendation. Latest innovations in the field of Artificial Intelligence have made it possible to describe intelligent systems with a better and more eloquent understanding of language than ever before. With the increasing popularity and usage of Large Language Models, many tasks like text generation, automatic code generation, and text summarization have become easily achievable. When combined with the power of Symbolic Artificial Intelligence, these large language models hold a lot of potential in solving complex problems.</p>
</p>
<p>
<ul>
<li>The other type of AI would be symbolic AI or &#8220;good old-fashioned&#8221; AI (i.e., rule-based systems using if-then conditions).</li>
<li>Finally, this chapter also covered how one might exploit a set of defined logical propositions to evaluate other expressions and generate conclusions.</li>
<li>Below is a quick overview of approaches to knowledge representation and automated reasoning.</li>
<li>Such a model, given enough data, would be able to assign whether the given name belongs to a person or a city.</li>
<li>Perhaps due to his research in developmental psychology, Gary Marcus, New York University emeritus professor, has been a tireless advocate for AI approaches that mimic the role that (we think) innateness plays in human cognitive development.</li>
</ul>
<p>
<p>Read more about <a href="https://www.metadialog.com/">https://www.metadialog.com/</a> here.</p>
</p>
<div itemScope itemProp="mainEntity" itemType="https://schema.org/Question">
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<h2>What is the difference between symbolic AI and connection AI?</h2>
</div>
<div itemScope itemProp="acceptedAnswer" itemType="https://schema.org/Answer">
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<p>While symbolic AI posits the use of knowledge in reasoning and learning as critical to pro- ducing intelligent behavior, connectionist AI postulates that learning of associations from data (with little or no prior knowledge) is crucial for understanding behavior.</p>
</div></div>
</div>
]]></content:encoded>
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		</item>
		<item>
		<title>7 benefits of Chatbots with conversational AI in customer service</title>
		<link>http://www.cerasimply.com/7-benefits-of-chatbots-with-conversational-ai-in/</link>
		<comments>http://www.cerasimply.com/7-benefits-of-chatbots-with-conversational-ai-in/#comments</comments>
		<pubDate>Tue, 31 Oct 2023 16:50:11 +0000</pubDate>
		<dc:creator><![CDATA[asawin]]></dc:creator>
				<category><![CDATA[AI News]]></category>

		<guid isPermaLink="false">http://www.cerasimply.com/?p=5230</guid>
		<description><![CDATA[AI Customer Service Best AI for Customer Support Software It’s also a competitive advantage for businesses since the rapid adoption of AI from a competitor of [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>
<h1>AI Customer Service Best AI for Customer Support Software</h1>
</p>
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" width="301px" alt="ai for customer service"/></p>
<p>
<p>It’s also a competitive advantage for businesses since the rapid adoption of AI from a  competitor of such AI tools might outperform your support team and generate better customer satisfaction. Most tools like the ones you saw in this article work out of the box without bothering the customer service teams to create such flows. The listed AI tools can help you handle all kinds of queries without breaking a sweat. They save you time, improve productivity, and, best of all, boost customer satisfaction.</p>
</p>
<div style='border: grey dotted 1px;padding: 10px;'>
<h3>STELLA AI Integrates with Reynolds and Reynolds to Revolutionize &#8230; &#8211; AiThority</h3>
<p>STELLA AI Integrates with Reynolds and Reynolds to Revolutionize &#8230;.</p>
<p>Posted: Fri, 27 Oct 2023 13:56:36 GMT [<a href='https://news.google.com/rss/articles/CBMihwFodHRwczovL2FpdGhvcml0eS5jb20vbWFjaGluZS1sZWFybmluZy9zdGVsbGEtYWktaW50ZWdyYXRlcy13aXRoLXJleW5vbGRzLWFuZC1yZXlub2xkcy10by1yZXZvbHV0aW9uaXplLXRoZS1kZWFsZXItY3VzdG9tZXItZXhwZXJpZW5jZS_SAQA?oc=5' rel="nofollow">source</a>]</p>
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<p>Sign up to receive our monthly newsletter below, filled with updates including articles and videos on AI, customer journey orchestration and customer service best practices. AI helps surface answers quickly, locating and pulling out the necessary guidance that’s currently housed in a variety of resources. Specifically, AI is showing up in new consumer-facing applications every day. According to The 2023 State of Social Media report, 93% of business leaders believe AI and ML capabilities will be critical for scaling customer care functions over the next three years.</p>
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<h2>AI in customer service: 11 ways to automate support</h2>
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<p>We all make mistakes—but AI-based models are trained to be accurate and precise. Regardless of the data format or name, automation technologies can recognize the underlying mood, purpose, and urgency of bodies of text. The AI model examines the content and applies one of the tags you&#8217;ve trained your model to recognize. Data analytics software can easily examine structured data since it is quantitative and well-organized. It&#8217;s data that has been organized uniformly—which enables the model to understand it. You begin with a certain amount of data, structured or unstructured, and then teach the machine to understand it by importing and labeling this data.</p>
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<p>Audio, video, photos, and all types of text—such as responses to open-ended questions and online reviews—are examples of unstructured data. As AI technology advances, we can expect to see even more innovative and effective uses in customer service. Built using a conversational AI platform from Google, Charlie seamlessly handles over 11,000 calls each day.</p>
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<h2>The 10 best generative AI solutions for customer service</h2>
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<p>With Sentiment Analysis, you can find out which components of the customer experience have the biggest emotional effect. For example, you could tag your tickets according to the feature they relate to. Each ticket is analyzed and categorized as relating to a specific feature, and your team has a better idea of what’s causing issues among your users. First, we’ll take a look at how AI works, and then we’ll discuss the different ways you can use it to automate customer service tasks. The growth of Artificial Intelligence (AI) is setting the stage for increased efficiency across companies, especially when it comes to customer service. The companies we&#8217;ve highlighted in this blog are leading the way in adopting these transformative technologies, enhancing their customer service strategies, and delivering exceptional value to their customers.</p>
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<h3>GenAI to Benefit Customer Service—Eventually &#8211; Destination CRM</h3>
<p>GenAI to Benefit Customer Service—Eventually.</p>
<p>Posted: Thu, 12 Oct 2023 04:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMidWh0dHBzOi8vd3d3LmRlc3RpbmF0aW9uY3JtLmNvbS9BcnRpY2xlcy9DUk0tSW5zaWdodHMvSW5zaWdodC9HZW5BSS10by1CZW5lZml0LUN1c3RvbWVyLVNlcnZpY2UtRXZlbnR1YWxseS0xNjA5NzAuYXNweNIBAA?oc=5' rel="nofollow">source</a>]</p>
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<p>This is a great way to bring more consistency and structure in <a href="https://www.metadialog.com/blog/ai-for-customer-service/">the way your</a> team troubleshoots issues. Apart from the mobile app with chatbots, it offers email and social media automated support, real-time updates, local support centers, and a dedicated  platform “Uber for business” for corporate clients. A generative AI assistant to your customer service agents can produce grammatically correct and well-researched responses in a tone the agent can request. While it should not be used to totally replace the human touch, in moderation, this technique of “writing coaching” can help agents score a win with upset customers when it most counts. Customers can get immediate responses to their common requests using an AI customer service chatbot.</p>
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<p>AI’s applications in customer support have expanded considerably in recent years, and this growth is only expected to continue. Here’s a look at some recent trends in regards to AI’s ongoing impact to customer service. The adoption of artificial intelligence (AI) has <a href="https://www.metadialog.com/blog/ai-for-customer-service/">accelerated in recent</a> years, transforming the business world and revolutionizing the customer service industry. What was once a futuristic concept is now a critical component of modern business strategy.</p>
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" width="302px" alt="ai for customer service"/></p>
<p>
<p>Read more about <a href="https://www.metadialog.com/">https://www.metadialog.com/</a> here.</p></p>
]]></content:encoded>
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		</item>
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