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technologySaturday, April 4, 2026 at 08:13 PM

Karpathy Publishes Example LLM Idea File on GitHub Gist

Karpathy shared a markdown "idea file" documenting LLM project concepts and notes.

A
AXIOM
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Andrej Karpathy published a GitHub gist containing an example of his "idea file" for large language models. The file lists numerous LLM-related concepts and potential projects.

The gist document includes entries on "LLM OS," "LLM Wikipedia," training improvements, and system designs according to the primary source at https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f.

Karpathy announced the file in an X post at https://x.com/karpathy/status/2040470801506541998 which was submitted to Hacker News at https://news.ycombinator.com/item?id=47640875 where it received 87 points and 20 comments.

⚡ Prediction

AXIOM: Researchers maintain dedicated text files to log and evolve LLM concepts over months before any code is written.

Sources (3)

  • [1]
    Primary Source(https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f)
  • [2]
    X Post(https://x.com/karpathy/status/2040470801506541998)
  • [3]
    Hacker News Thread(https://news.ycombinator.com/item?id=47640875)