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Six things we learned adding Jev, a model that returns typed decisions instead of text, as a reranker in Hindsight 0.10.1. Including two designs that failed and the numbers that killed them.
The default fix for an agent that forgets is to put more in the prompt. It works until it doesn't, and the way it fails is quiet: unconditional context that costs every turn and gets less relevant as it grows.
Prefer logged the web searches ChatGPT ran for 47 buyer questions: 224 in all, 54% of them site-scoped checks of a brand's own pages. Write for the fan-out.
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