The Ledger

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Insight
Ries: Correcting LLM errors in-chat increases likelihood of bad outputs
“And that has to do with the mechanics of the attention mechanism. As the contracts gets larger, you're literally spreading the attention over more and more and more data. But also, it's learning from all the bad examples it gave. So it's actually much more lik…”
Eric Ries May 30, 2026 ▶ 28:23 #2307 Eric Ries: Why Anthropic Won and How To Build Incurruptible companies
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