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Jeremy Howard
Jeremy Howard：fast.ai / Answer.AI 创始人，llms.txt 标准提出者，AI 教育民主化推动者
实
Jeremy Howard
AI researcher, educator, and entrepreneur — known for democratizing AI education and shipping practical AI-tool standards
Howard’s core philosophy: make AI tools genuinely useful and usable by everyone. fast.ai used a top-down practice-first method to dismantle barriers to AI education; Answer.AI extends that ethos, shipping practical standards like llms.txt. Proposed in 2024, llms.txt has since become the de facto norm for AI-indexing conventions.
Major contributions fast.ai Deep-learning courses for everyone, top-down practice first — ship something, then understand the principles nbdev Jupyter-notebook-based software development toolkit that fuses docs, tests, and code llms.txt standard 2024 proposal for LLM-friendly website documentation — the AI-era robots.txt FastHTML Python web framework that also serves as the first reference implementation of llms.txt
Pragmatist philosophy Democratizing AI education 5–10 years of specialist training should not be the price of admission to using AI — the shared mission of fast.ai and Answer.AI Open and useful Not chasing academic publications but open, practical tools — the organizational stance of Answer.AI and fast.ai
→ llms.txt · Answer.AIfast.ai / Answer.AI
Jeremy Howard
简介
AI 研究者、教育者、创业者。fast.ai 联合创始人，Answer.AI 创始人。以推动 AI 教育民主化和提出实用 AI 工具标准著称。
主要贡献
- fast.ai：面向所有人的深度学习教育课程，强调 top-down 实践方法
- nbdev：基于 Jupyter Notebook 的软件开发工具，将文档、测试、代码集成于一体
llms.txt标准：2024 年提出的网站 LLM 友好文档约定，见 llms.txt- FastHTML：Python web 框架，
llms.txt标准的首个参考实现
与本 wiki 的关联
- llms.txt 概念 — Howard 提出的网站文档标准
- Answer.AI — Howard 创立的 AI 研究机构
References
sources/llmstxt-org-the-llms-txt-file.md