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Andrej Karpathy (post dated 2026-07-21) advocates a 'long ramble' session with…

Brief

Andrej Karpathy (2026-07-21) recommends leaning back and doing a ~10-minute voice ramble (/voice) — messy stream-of-consciousness or a brief interview — sometimes prefaced with 'switching to speech recognition.' He says LLMs often reconstruct that noise into a clearer echo, strengthening the mind-meld and cutting later corrections.

Why it matters

Andrej Karpathy (post dated 2026-07-21) advocates a 'long ramble' session with LLMs using voice (he writes '/voice'), typically ~10 minutes of stream-of-consciousness speech.

Key details

  • He sometimes prefaces with a declaration like 'switching to speech recognition' or turns it into a short interview of a few turns to give the model extra context.
  • Karpathy claims LLMs can reconstruct long incoherent rambles into a cleaner echo of your thoughts, improving the 'mind meld' and reducing the amount of correction needed afterward.
Source evidence

One pattern I find useful for working with LLMs is a nice long ramble session. Sometimes the LLM needs more bits to understand what you're trying to achieve, but you're too lazy to type them. In these cases I like to lean back, switch to /voice and just ramble for like 10 minutes, total mess, anything goes, full stream of consciousness. Sometimes I declare it up top, something like "switching to speech recognition sorry for any typos...". Sometimes I turn it into a small interview of a few turns. But I find that the LLMs are somehow very good at reconstructing long incoherent rambles and often their echo of your own tangle of thoughts comes out quite a bit cleaner than what you started with. The result is that you improve the mind meld and have to correct things less from that point on.