Seven Mental · 心智七篇
← Knowledge Atlas · Entity

Answer.AI

Answer.AI:Jeremy Howard 创立的 AI 研究机构,llms.txt 标准维护者,fast.ai 生态延伸
ENTITY · ANSWER.AI · Jeremy Howard · llms.txt standard · fast.ai ecosystem

Answer.AI

AI research lab founded by Jeremy Howard — focused on open, practical AI tools and standards

Answer.AI is an extension of the fast.ai ecosystem, focused on research and standardization of practical AI tooling. Its most important output is the llms.txt standard — an LLM-friendly website documentation convention, hosted at github.com/AnswerDotAI/llms-txt, which has become a de facto standard in AI indexing.

Main outputs
llms.txt standard
Website LLM-friendly documentation convention — AI crawlers and agents can hit /llms.txt to quickly grasp the site’s content structure
FastHTML
Reference implementation website for the llms.txt standard — shows how to deploy the standard correctly
nbdev ecosystem
All Answer.AI and fast.ai projects generate .md versions of every page by default — aligned with LLM processing formats
Ecosystem positioning
Relation to fast.ai
fast.ai focuses on AI education and research; Answer.AI focuses on practical AI tool standardization — both share Jeremy Howard’s pragmatist philosophy
Significance of llms.txt
The robots.txt of the AI era — tells LLMs which content is worth indexing and which formats are easier to process
→ llms.txt · Jeremy HowardAnswer.AI / AnswerDotAI

Answer.AI

简介

由 Jeremy Howard 创立的 AI 研究机构,聚焦于开放、实用的 AI 工具和标准。fast.ai 生态的延伸组织。

主要输出

  • llms.txt 标准:网站 LLM 友好文档约定,源仓库托管于 github.com/AnswerDotAI/llms-txt
  • FastHTMLllms.txt 标准的参考实现网站
  • nbdev 生态:所有 Answer.AI 和 fast.ai 软件项目默认生成各页面的 .md 版本

与本 wiki 的关联

References

  • sources/llmstxt-org-the-llms-txt-file.md