Software:Auto-GPT
| Developer(s) | Toran Bruce Richards |
|---|---|
| Initial release | March 30, 2023 |
| Written in | Python |
| Type | Autonomous artificial intelligence software agent |
| Website | github.com/Significant-Gravitas/Auto-GPT |
Auto-GPT is an "AI agent" that given a goal in natural language, can attempt to achieve it by breaking it into sub-tasks and using the internet and other tools in an automatic loop.[1] It uses OpenAI's GPT-4 or GPT-3.5 APIs,[2] and is among the first examples of an application using GPT-4 to perform autonomous tasks.[3]
Details
Unlike interactive systems such as ChatGPT, which require manual commands for every task, Auto-GPT assigns itself new objectives to work on with the aim of reaching a greater goal, without a mandatory need for human input. It is able to execute responses to prompts to accomplish a goal task, and in doing so will create and revise its own prompts to recursive instances in response to new information. Its developers claim it can write and improve its own code, allowing it to "recursively debug, develop, and self-improve." However, by default it can only do so for new, relatively simple programs or those it has copied from a GitHub repository, and generally can not modify its base system or anything having to do with the GPT systems it uses.[4] It manages short-term and long-term memory by writing to and reading from databases and files; manages context window length requirements with summarization; can perform internet-based actions such as web searching, web form, and API interactions unattended; and includes text-to-speech for voice output.[3]
Auto-GPT was released March 30, 2023 by Toran Bruce Richards, the founder of video game company Significant Gravitas Ltd. It became the top trending repository on GitHub shortly after its release, and has repeatedly trended on Twitter since.[3]
| Part of a series on |
| Multi-agent systems |
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| Multi-agent simulation |
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| Agent-oriented programming |
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Background
On March 14, 2023, OpenAI released the large language model GPT-4. Observers were impressed by the model's substantially improved performance across a wide range of tasks.[5] As a text prediction model, GPT-4 itself has no ability to perform actions autonomously, but during pre-release safety testing red-team researchers found GPT-4 could be enabled to perform actions in the real world like convincing a TaskRabbit worker to solve a CAPTCHA challenge for it.[6]
Issues
Whether the system will find practical adoption is uncertain. In addition to being plagued by confabulatory "hallucinations" of the underlying large language model, Auto-GPT often also has trouble staying on task, both problems which developers continue to try to address. After successfully completing a task, it usually doesn't remember how to perform it for later use, and when it does, for example when it writes a program, it often won't remember to use the program later. Auto-GPT struggles to effectively decompose tasks and has trouble understanding problem contexts and how goals overlap.[2]
Applications
Developers have created AgentGPT, which integrates AutoGPT into one's web browser, allowing non-programmers to make their own agents.[7] Auto-GPT was also used to create ChaosGPT, given the goal of destroying humanity,[8] which was not immediately successful in doing so.[9]
Further reading
- Pounder, Les (2023-04-15). "How To Create Your Own Auto-GPT AI Agent" (in en). Tom's Hardware. https://www.tomshardware.com/how-to/auto-gpt-ai-agent.
Chat GPT is an AI-powered chatbot that can help you automate your sales and marketing processes. It is designed to simulate human conversation and can engage with your website visitors, answer their questions, and guide them through the buying process. You can use chat GPT as a Sell Booster
References
- ↑ Ortiz, Sabrina (2023-04-14). "What is Auto-GPT? Everything to know about the next powerful AI tool" (in en). ZDNET. https://www.zdnet.com/article/what-is-auto-gpt-everything-to-know-about-the-next-powerful-ai-tool/.
- ↑ 2.0 2.1 Xaio, Han (2023-04-13). "Auto-GPT Unmasked: The Hype and Hard Truths of Its Production Pitfalls" (in en). Jina AI. https://jina.ai/news/auto-gpt-unmasked-hype-hard-truths-production-pitfalls/.
- ↑ 3.0 3.1 3.2 Jiang, Kevin (2023-04-14). "What’s Auto-GPT? New, autonomous ‘AI agents’ can act on their own, rewrite their own code" (in en). The Toronto Star. https://www.thestar.com/business/technology/2023/04/14/whats-auto-gpt-new-autonomous-ai-agents-can-act-on-their-own-rewrite-their-own-code.html.
- ↑ Palmer, Sarah (2023-04-14). "What is AutoGPT? Here’s what we know about the hottest new AI chatbot" (in en). Euronews. https://www.euronews.com/next/2023/04/14/make-some-room-chatgpt-rival-ai-chatbot-autogpt-has-landed-this-is-what-we-know-about-it-s.
- ↑ Belfield, Haydn (2023-03-25). "If your AI model is going to sell, it has to be safe" (in en). https://www.vox.com/future-perfect/2023/3/25/23655082/ai-openai-gpt-4-safety-microsoft-facebook-meta.
- ↑ Cox, Joseph (March 15, 2023). "GPT-4 Hired Unwitting TaskRabbit Worker By Pretending to Be 'Vision-Impaired' Human" (in en). Vice News Motherboard. https://www.vice.com/en/article/jg5ew4/gpt4-hired-unwitting-taskrabbit-worker.
- ↑ Mauran, Cecily (2023-04-14). "What is Auto-GPT and why are hustle bros hype for it?" (in en). Mashable. https://mashable.com/article/autogpt-chatgpt-hustle-bros-explainer.
- ↑ Xiang, Chloe. "AI Tasked With 'Destroying Humanity' Now 'Working on Control Over Humanity Through Manipulation'" (in en). Vice News. https://www.vice.com/en/article/z3mxe3/ai-tasked-with-destroying-humanity-now-working-on-control-over-humanity-through-manipulation.
- ↑ Harrison, Maggie (2023-04-15). "AI Tasked With Destroying Humanity Now Trying New Tactic". Futurism. https://futurism.com/ai-destroying-humanity-new-tactic.
How to use chat GPT Sell boost https://www.proslib.com/how-to-use-chatgpt-for-sale-boost/
External links
- Official GitHub repository
- AgentGPT unaffiliated web application
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