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	<title>AI Chatbots Archives - REAL ESTATE EXPERT</title>
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	<description>ARIZONA . LOCAL KNOWLEDGE</description>
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		<title>Language Creation In Artificial Intelligence</title>
		<link>https://www.barneymcshanerealestate.com/language-creation-in-artificial-intelligence/</link>
		
		<dc:creator><![CDATA[barney]]></dc:creator>
		<pubDate>Mon, 20 Sep 2021 11:18:16 +0000</pubDate>
				<category><![CDATA[AI Chatbots]]></category>
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					<description><![CDATA[<p>Traditionally speaking, a knowledge base is a section of your website that organizes all the resources and information a customer would need to properly learn and solve problems related to your product. And sometimes, these knowledge bases can be cumbersome or hard to search through. A Facebook Messenger Bot is one way to better educate [&#8230;]</p>
<p>The post <a href="https://www.barneymcshanerealestate.com/language-creation-in-artificial-intelligence/">Language Creation In Artificial Intelligence</a> appeared first on <a href="https://www.barneymcshanerealestate.com">REAL ESTATE EXPERT</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Traditionally speaking, a knowledge base is a section of your website that organizes all the resources and information a customer would need to properly learn and solve problems related to your product. And sometimes, these knowledge bases can be cumbersome or hard to search through. A Facebook Messenger Bot is one way to better educate customers who have questions about your product. The user in this example is inquiring in natural language about a specific health concern. HP created a bot for Messenger that enables users to print photos, documents, and files from Facebook or Messenger to any connected HP printer. Written definitions of bots are one thing, but sometimes it helps to understand how a bot works in action. If you&#8217;ve created a Page for your business on Facebook, Messenger Links will use your Page’s username to create a short link (m.me/username). When someone clicks that link &#8212; regardless of where they are &#8212; it will open a conversation with your business in Messenger.</p>
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<blockquote class="twitter-tweet">
<p lang="en" dir="ltr">Facebook Shuts Down AI Robots after they Diverge and Create their Own Language <a href="https://t.co/ArrrRlsbJZ">https://t.co/ArrrRlsbJZ</a> <a href="https://t.co/4BfKYIfFPv">pic.twitter.com/4BfKYIfFPv</a></p>
<p>&mdash; Brad Graver (@BeRadGraver) <a href="https://twitter.com/BeRadGraver/status/893041393433817089?ref_src=twsrc%5Etfw">August 3, 2017</a></p></blockquote>
<p><script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script></div>
<p>As your bot greets potential customers, it can identify their needs, ask basic questions, provide inspiration, and direct high-quality leads to your human sales team. Find out how to use Facebook Messenger bots (a.k.a. Facebook chatbots) for customer service and social commerce. In an effort to make them more useful, Facebook’s Artificial Intelligence Research Group wanted to see if they could teach these sorts of chatbots to negotiate. AI programs with such negotiation abilities would potentially be able to sort out scheduling conflicts, negotiate with several travel agents to find the lowest price, arrange appointments with clients, and perform many other complex tasks. Anyway, the stars of this story are two chatbots created by Facebook that went by the names Bob and Alice. Historically, chatbots have been useful only as far as answering simple questions from customers or ordering food. Despite the fact that ALICE relies on such an old codebase, the bot offers users a remarkably accurate conversational experience. Of course, no bot is perfect, especially one that’s old enough to legally drink in the U.S. if only it had a physical form.</p>
<h2>Graduate School Can Have Terrible Effects On People&#8217;s Mental Health</h2>
<p>&#8220;Bot&#8221; is a generalized term used to describe any software that automates a task. Chatbots, which anyone can now build into Facebook Messenger, automate conversation &#8212; at least the beginning stages of it. Customers should have the option, at any point in the conversation, to connect with a person. Your chatbot should be able to recognize a request for human help, even if it’s outside the expected flow of conversation.<br />
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" width="308px" alt="facebook robots create own language"/><br />
Overall, Roof Ai is a remarkably accurate bot that many realtors would likely find indispensable. The bot is still under development, though interested users can reserve access to Roof Ai via the company’s website. As you can see in the screenshot above, the responses offered by the agent aren’t quite right – next stop, Uncanny Valley – but the bot does highlight how conversational agents can be used imaginatively. Before we get into the examples, though, let’s take a quick look at what chatbots really are and how they actually work.</p>
<h2>Musk, Zuckerberg Feud Over Claim That Ai Will Destroy Humanity</h2>
<p>Facebook was forced to shut down a pair of chatbots in the social network’s artificial intelligence division after discovering that they had created a secret language all on their own. After shutting down the robot conversation, Facebook said the AI project marked important progress toward &#8220;creating chatbots that can reason, converse, and negotiate, all key steps in building a personalized digital assistant.&#8221; Facebook has made a big push with chatbots in its Messenger chat app. The company wants 1.2 billion people on the app to use it for everything from food delivery to shopping. Facebook also wants it to be a customer service utopia, in which people text with bots instead of calling up companies on the phone. To be clear, we aren’t really talking about whether or not Alexa is eavesdropping on your conversations, or whether Siri knows too much about your calendar and location data.</p>
<div style="display: flex;justify-content: center;">
<blockquote class="twitter-tweet">
<p lang="en" dir="ltr">Facebook had to shut down some of its <a href="https://twitter.com/hashtag/AI?src=hash&amp;ref_src=twsrc%5Etfw">#AI</a> robots after they managed to create their own language <a href="https://t.co/snt3ZoUUsP">https://t.co/snt3ZoUUsP</a> via <a href="https://twitter.com/Telegraph?ref_src=twsrc%5Etfw">@Telegraph</a> ^LT</p>
<p>&mdash; Whiteoaks International (@WhiteoaksPR) <a href="https://twitter.com/WhiteoaksPR/status/892733976464510976?ref_src=twsrc%5Etfw">August 2, 2017</a></p></blockquote>
<p><script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script></div>
<p>The research group created a game in which the two bots, Bob and Alice, as well as several humans negotiated for items such as balls, hats, or books. Both bots were pulled after a brief period, after which the conversational agents appeared to be much less interested in advancing potentially problematic opinions. The bot isn’t a true conversational agent, in the sense that the bot’s responses are currently a little limited; this isn’t a truly “freestyle” chatbot. For example, in the conversation above, the bot didn’t recognize the reply as a valid response – kind of a bummer if you’re hoping for an immersive experience. Many people with Alzheimer’s disease struggle with short-term memory loss. As such, the chatbot aims to identify deviations in conversational branches that may indicate a problem with immediate recollection – quite an ambitious technical challenge for an NLP-based system. At LOCALiQ, we believe digital marketing doesn’t have to be complex and big goals aren’t just for big businesses. LOCALiQ provides the platform, technology, and services you need to reach your biggest goals.</p>
<p>Here are 10 companies using chatbots for marketing, to provide better customer service, to seal deals and more. In this post, we’ll be taking a look at 10 of the most innovative ways companies are using them. We’ll be exploring why chatbots have become such a popular marketing technology, as well as the wider, often-unspoken impacts these constructs promise to have on how we communicate, do business, and interact with one another online. As reported by The Independent, the pair of artificial intelligence chatbots started using their own form of English that apparently helped to streamline their roles – while also making no real sense to the humans that were monitoring them. This discovery also highlights how much we still don&#8217;t know about the ways that artificial intelligences think and learn, even when we create them and model them after ourselves. Such languages can be evolved starting from a natural language, or can be created ab initio. In addition, a new &#8220;interlingua&#8221; language may evolve within an AI tasked with translating between known languages. Using machine learning algorithms, dialog agents were left to converse freely in an attempt to strengthen their conversational skills.</p>
<p>To set up the actual navigation, you should build a new “block” for each of these questions. It’s really easy; just click “add block,” and then type in a title for the block. In this step, you will build your conversation navigation, i.e., the means for an individual to work with your chatbot. In the example chatbot we’re building, we are trying to help our audience find answers to questions they might have about booking a Brian Head, Utah, ski condo. Financial institutions that provide consumers or businesses with loans are always looking for ways to get more applications. After running the calculation in the chatbot, open up a dialog and offer a piece of free content, such as a guide on the “Ten things to ask a lender,” in exchange for a contact’s email address.</p>
<p>Dozens of brands with large marketing budgets and initiatives, such asDisney,Uber, andKayak, are using chatbots to connect with their customers and sell more products and services. It turns out, a number of medical chatbot applications are available — you install one on your phone, and you can get self-help diagnostic information for your <a href="https://metadialog.com/blog/artificial-intelligence-for-customer-service/">Artificial Intelligence For Customer Service</a> ailments. Powered by artificial intelligence, you can have a conversation with a chatbot and get answers to your medical questions. Natural language interface is common in most chatbots, but by opening up the Messenger Platform and providing developer tools like the bot engine, Facebook has made building an intelligent bot easier.<br />
<img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="304px" alt="facebook robots create own language"/><br />
Up until recently, the reason for having your bot admit that it was a bot was because our consumers expect transparent interactions with our companies. The latter is entirely possible with Chatfuel but requires considerable content development on your part. We’ll show you how you can set up AI conversations, but in the DIY guide we provide here, we will focus on getting an MVP version of a chatbot launched using navigation buttons and <a href="https://metadialog.com/">facebook robots create own language</a> prompts. There are dozens of chatbot-building solutions out there, with three of the most popular for Facebook Messenger chatbots beingChatfuel,ManyChat, andDialogflow(formerly called API.ai). Each of these solutions provides point-and-click, no-coding-necessary options for creating an interactive chatbot on the Facebook Messenger platform. I’ve done several bot-building training sessions with this real estate agent bot example.</p>
<p>Just hit &#8216;Like&#8217; on our Digital Spy Facebook page and &#8216;Follow&#8217; on our @digitalspy Twitter account and you&#8217;re all set. But what if I told you this nonsense was the discussion of what might be the most sophisticated negotiation software on the planet? Negotiation software that had learned, and evolved, to get the best deal possible with more speed and efficiency — and perhaps, hidden nuance — than you or I ever could? Get a daily selection of our top stories based on your reading preferences. This isn&#8217;t the first time that AI has started to act with a mind of its own. The tweet came after Zuckerberg, during a Facebook livestream earlier this month, castigated Musk for arguing that care and regulation was needed to safeguard the future if AI becomes mainstream.<br />
<a href="https://metadialog.com/"><img 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' alt='https://metadialog.com/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto; width='406px'/></a><br />
The new way of communicating, while unable to be interpreted by humans, is actually an accurate reflection of their programming, where AI at Facebook only undertake actions that result in a &#8216;reward&#8217;. When English stopped delivering the &#8216;reward&#8217; or results, developing a new language with exclusive meaning to AI was the more efficient way to communicate. When the bots communicated with humans, most people were not aware that they were speaking to an AI instead of an actual person, the researchers said. CBS Local — Facebook has shut down a pair of artificial intelligence robots after they invented their own language. However, some experts have recently rubbished those rumors such reports and argued that the bots of FB’s AI had never actually invented any new language. Moreover, the neural networks had simply modified the human language, with an intention of making the interaction more efficient. In their pursuit of knowledge transfer, the bots began conversing back and forth in a derived shorthand manner, which looked creepy to us. In fact, it is already ready to go — as you build your chatbot, Chatfuel is saving and making all your changes live, immediately. Content to display.After the chatbot detects a word or phrase in the conversation, it will return the content you’ve specified.</p>
<ul>
<li>2 was pretty bad (even casting Kurt Russell couldn’t save it), Chris Pratt’s portrayal of space-pirate-turned-intergalactic-hero Star-Lord was spot on – and Marvel’s chatbot that lets comic-book geeks talk to Star-Lord himself is also pretty decent.</li>
<li>In other words, the model that allowed two bots to have a conversation—and use machine learning to constantly iterate strategies for that conversation along the way—led to those bots communicating in their own non-human language.</li>
<li>One of the most talked about questions on Quora in 2017 was – Why did Facebook shut down its own AI after its Bot invented its own language?</li>
<li>Messenger codes are unique images that serve as a visual thumbprint for your business and bot on Messenger.</li>
</ul>
<p>The post <a href="https://www.barneymcshanerealestate.com/language-creation-in-artificial-intelligence/">Language Creation In Artificial Intelligence</a> appeared first on <a href="https://www.barneymcshanerealestate.com">REAL ESTATE EXPERT</a>.</p>
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