The next step after Karpathy's wiki idea:

Karpathy's wiki works on knowledge that sits still.

A page on how attention works is just as useful today as it was a year ago.

The LLM reads sources, pulls out ideas, writes clean articles, and keeps them cross-linked.

You never have… https://t.co/7D5r1fsOOi pic.twitter.com/DVz5TLX1aO

— Akshay 🚀 (@akshay_pachaar) 23 avril 2026

The next step after Karpathy's wiki idea: Karpathy's wiki works on knowledge that sits still. A page on how attention works is just as useful today as it was a year ago. The LLM reads sources, pulls out ideas, writes clean articles, and keeps them cross-linked. You never have

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