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Retries can make AI failures worse

This story is from 2026-09-01. It is preserved in the archive; the latest stories are on the live feed.

Something that I have noticed while working with LLMs and agents is that a retry only helps if something can actually change. If the failure comes from bad context, a broken tool contract, or an impossible state, retrying often just repeats the same mistake with more cost and latency. I ask myself:…

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  1. 2026-09-01 14:17 · r/AI_Agents
    Retries can make AI failures worse

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