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TutorialsAndrej Karpathy · X· @karpathy·· 2026-07-22

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Karpathy shares a 'long voice ramble' technique for working with LLMs

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Andrej Karpathy shares a practical way to work with LLMs: switch to `/voice` and spend about ten minutes stream-of-consciousness talking through ideas, even if they are messy. He says LLMs are good at restructuring long, incoherent rambles; the resulting reflection often makes the thinking clearer than the original input, deepening the “mind meld” and reducing later corrections.

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