We'll be spending a lot more time trying to understand the outputs of language models.

It opens with: “We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks:” — a public X post by Andrej Karpathy (@karpathy), posted 2026-10-02. Verified for export on this site: 1,801 characters, 6 paragraphs, 1 image(s). Use the button above to save it as Word, PDF or Markdown, images included.

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Author: Andrej Karpathy (@karpathy)
Platform: X (Twitter)
Original link: https://x.com/karpathy/status/2105819303471976479
Published: 2026-10-02
Updated here: 2026-10-03
Body size: 1,801 characters / 6 paragraphs / 1 images
Completeness: Some parts could not be retrieved

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40,011 likes4,388 reposts1,141 replies55,953 bookmarks942 quotes4,227,298 views

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