{"id":15044,"date":"2023-04-22T12:30:10","date_gmt":"2023-04-22T12:30:10","guid":{"rendered":"https:\/\/entertainment.runfyers.com\/index.php\/2023\/04\/22\/what-is-auto-gpt-and-why-does-it-matter\/"},"modified":"2023-04-22T12:30:10","modified_gmt":"2023-04-22T12:30:10","slug":"what-is-auto-gpt-and-why-does-it-matter","status":"publish","type":"post","link":"https:\/\/entertainment.runfyers.com\/index.php\/2023\/04\/22\/what-is-auto-gpt-and-why-does-it-matter\/","title":{"rendered":"What is Auto-GPT and why does it matter?"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p id=\"speakable-summary\">Silicon Valley\u2019s quest to automate everything is unceasing, which explains its latest obsession: <a href=\"https:\/\/github.com\/Significant-Gravitas\/Auto-GPT\" target=\"_blank\" rel=\"noopener\">Auto-GPT<\/a>.<\/p>\n<p>In essence, Auto-GPT uses the versatility of OpenAI\u2019s latest AI models to interact with software and services online, allowing it to \u201cautonomously\u201d perform tasks like X and Y. But as we are learning with large language models, this capability seems to be as wide as an ocean but as deep as a puddle.<\/p>\n<p>Auto-GPT \u2014 which you might\u2019ve seen blowing up on social media recently \u2014 is an open source app created by game developer Toran Bruce Richards <span style=\"font-size: 1rem; letter-spacing: -0.1px;\">that uses OpenAI\u2019s text-generating models, mainly GPT-3.5 and GPT-4, to act \u201cautonomously.\u201d<br \/><\/span><\/p>\n<p>There\u2019s no magic in that autonomy. Auto-GPT simply handles follow-ups to an initial prompt of OpenAI\u2019s models, both asking and answering them until a task is complete.<\/p>\n<p>Auto-GPT, basically, is GPT-3.5 and GPT-4 paired with a companion bot that instructs GPT-3.5 and GPT-4 what to do. A user tells Auto-GPT what their goal is and the bot, in turn, uses GPT-3.5 and GPT-4 and several programs to carry out every step needed to achieve whatever goal they\u2019ve set.<\/p>\n<p><span style=\"font-size: 1rem; letter-spacing: -0.1px;\">What makes Auto-GPT reasonably capable is its ability to interact with apps, software and services both online and local, like web browsers and word processors. For example, given a prompt like \u201chelp me grow my flower business,\u201d Auto-GPT can<\/span> develop a somewhat plausible advertising strategy and build a basic website.<\/p>\n<div class=\"embed breakout embed-oembed embed--twitter\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/twitter.com\/hashtag\/AutoGPT?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">#AutoGPT<\/a> is the new disruptive kid on the block- It can apply <a href=\"https:\/\/twitter.com\/hashtag\/ChatGPT?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">#ChatGPT<\/a>&#8216;s reasoning to broader, more intricate issues requiring planning &amp; multiple steps. <\/p>\n<p>Still early but very impressive with many health and biomedicine applications. <\/p>\n<p>Just tried <a href=\"https:\/\/twitter.com\/hashtag\/AgentGPT?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">#AgentGPT<\/a> and asked it to\u2026 <a href=\"https:\/\/t.co\/ywFhtjxjYD\" target=\"_blank\">pic.twitter.com\/ywFhtjxjYD<\/a><\/p>\n<p>\u2014 Daniel Kraft, MD (@daniel_kraft) <a href=\"https:\/\/twitter.com\/daniel_kraft\/status\/1646015825797861379?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">April 12, 2023<\/a><\/p>\n<\/blockquote>\n<\/div>\n<p>As Joe Koen, a software developer who\u2019s experimented with Auto-GPT, explained to TechCrunch via email, Auto-GPT essentially automates multi-step projects that would\u2019ve required back-and-forth prompting with a chatbot-oriented AI model like, say, OpenAI\u2019s ChatGPT.<\/p>\n<p>\u201cAuto-GPT defines an agent that communicates with OpenAI\u2019s API,\u201d Koen said. \u201c<span style=\"font-size: 1rem; letter-spacing: -0.1px;\">This agent\u2019s objective is to carry out a variety of commands that the AI generates in response to the agent\u2019s requests. <\/span>The user is prompted for input to specify the AI\u2019s role and objectives prior to the agent starting to carry out commands.\u201d<\/p>\n<p>In a terminal, users describe the Auto-GPT agent\u2019s name, role and objective and specify up to five ways to achieve that objective. For example:<\/p>\n<ul>\n<li><strong>Name: <\/strong>Smartphone-GPT<\/li>\n<li><strong>Role: <\/strong>An AI designed to find the best smartphone<\/li>\n<li><strong>Objective: <\/strong>Find the best smartphones on the market<\/li>\n<li><strong>Goal 1: <\/strong>Do market research for different smartphones on the market today<\/li>\n<li><strong>Goal 2: <\/strong>Get the top five smartphones and list their pros and cons<\/li>\n<\/ul>\n<p>Behind the scenes, Auto-GPT relies on features like memory management to execute tasks, along with GPT-4 and GPT-3.5 for text generation, file storage and summarization.<\/p>\n<p>Auto-GPT can also be hooked up to speech synthesizers, like <a href=\"https:\/\/beta.elevenlabs.io\/\" target=\"_blank\" rel=\"noopener\">ElevenLabs\u2019<\/a>, so that it can \u201cplace\u201d phone calls, for example.<\/p>\n<p>Auto-GPT is publicly available on GitHub, but it does require some setup and know-how to get up and running. To use it, Auto-GPT has to be installed in a development environment like Docker, and it must be registered with an API key from OpenAI \u2014 which requires a paid OpenAI account.<\/p>\n<p>It might be worth it \u2014 although the jury\u2019s out on that. Early adopters have used Auto-GPT to take on the sorts of mundane tasks better delegated to a bot. For example, Auto-GPT can field items like debugging code and writing an email or more advanced things, like creating a business plan for a new startup.<\/p>\n<p>\u201cIf Auto-GPT encounters any obstacles or inability to finish the task, it\u2019ll develop new prompts to help it navigate the situation and determine the appropriate next steps,\u201d Adnan Masood, the chief architect at UST, a tech consultancy firm, told TechCrunch in an email. \u201cLarge language models excel at generating human-like responses, yet rely on user prompts and interactions to deliver desired outcomes. In contrast, Auto-GPT leverages the advanced capabilities of OpenAI\u2019s API to operate independently without user intervention.\u201d<\/p>\n<p>In recent weeks, new apps have emerged to make Auto-GPT even easier to use, like <a href=\"https:\/\/agentgpt.reworkd.ai\/\" target=\"_blank\" rel=\"noopener\">AgentGPT<\/a> and GodMode, which provide a simple interface where users can input what they want to accomplish directly on a browser page. Note that, like Agent-GPT, both require an API key from OpenAI to unlock their full capabilities.<\/p>\n<p>Like any powerful tool, however, Auto-GPT has its limitations \u2014 and risks.<\/p>\n<div class=\"embed breakout embed-oembed embed--twitter\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">AutoGPT just exceeded PyTorch itself in GitHub stars (74k vs 65k). I see AutoGPT as a fun experiment, as the authors point out too. But nothing more. Prototypes are not meant to be production-ready. Don&#8217;t let media fool you \u2013 most of the &#8220;cool demos&#8221; are heavily cherry-picked: \ud83e\uddf5 <a href=\"https:\/\/t.co\/I44H7BkCqr\" target=\"_blank\">pic.twitter.com\/I44H7BkCqr<\/a><\/p>\n<p>\u2014 Jim Fan (@DrJimFan) <a href=\"https:\/\/twitter.com\/DrJimFan\/status\/1647616587199815684?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">April 16, 2023<\/a><\/p>\n<\/blockquote>\n<\/div>\n<p>Depending on what objective the tool\u2019s provided, Auto-GPT can behave in very\u2026 unexpected ways. One Reddit <a href=\"https:\/\/www.reddit.com\/r\/OpenAI\/comments\/12lzpwy\/using_torantulinoautogpt_from_github_ive_given\/\" target=\"_blank\" rel=\"noopener\">user<\/a> claims that, given a budget of $100 to spend within a server instance, Auto-GPT made a wiki page on cats, exploited a flaw in the instance to gain admin-level access and took over the Python environment in which it was running \u2014 and then \u201ckilled\u201d itself.<\/p>\n<p>There\u2019s also ChaosGPT, a modified version of Auto-GPT tasked with goals like \u201cdestroy humanity\u201d and \u201cestablish global dominance.\u201d Unsurprisingly, ChaosGPT hasn\u2019t come close to bringing about the robot apocalypse \u2014 but it has <a href=\"https:\/\/www.foxnews.com\/tech\/ai-bot-chaosgpt-plans-destroy-humanity-we-must-eliminate-them\" target=\"_blank\" rel=\"noopener\">tweeted<\/a> rather unflatteringly about humankind.<\/p>\n<p>Arguably more dangerous than Auto-GPT attempting to \u201cdestroy humanity\u201d are the unanticipated problems that can crop up in otherwise perfectly normal scenarios, though. Because it\u2019s built on OpenAI\u2019s language models \u2014 models that, like all language models, are prone to inaccuracies \u2014 it can make errors.<\/p>\n<p>That\u2019s not the only problem. After successfully completing a task, Auto-GPT usually doesn\u2019t recall how to perform it for later use, and \u2014 even when it does \u2014 it often won\u2019t remember to use the program. Auto-GPT also struggles to effectively break complex tasks into simpler sub-tasks and has trouble understanding how different goals overlap.<\/p>\n<p>\u201cAuto-GPT illustrates the power and unknown risks of generative AI,\u201d Clara Shih, the CEO of Salesforce\u2019s Service Cloud and an Auto-GPT enthusiast, said via email. \u201cFor enterprises, it is especially important to include a human in the loop approach when developing and using generative AI technologies like Auto-GPT.\u201d<\/p>\n<\/p><\/div>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\n<br \/><br \/>\n<br \/><a href=\"https:\/\/techcrunch.com\/2023\/04\/22\/what-is-auto-gpt-and-why-does-it-matter\/\" target=\"_blank\" rel=\"noopener\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Silicon Valley\u2019s quest to automate everything is unceasing, which explains its latest obsession: Auto-GPT. In essence, Auto-GPT uses the versatility of OpenAI\u2019s latest AI models to interact with software and services online, allowing it to \u201cautonomously\u201d perform tasks like X and Y. But as we are learning with large language models, this capability seems to [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15045,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":{"0":"post-15044","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tech"},"_links":{"self":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/posts\/15044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/comments?post=15044"}],"version-history":[{"count":0,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/posts\/15044\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/media\/15045"}],"wp:attachment":[{"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/media?parent=15044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/categories?post=15044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/entertainment.runfyers.com\/index.php\/wp-json\/wp\/v2\/tags?post=15044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}