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The compounding error problem: how do you decide which steps get autonomy and which stay hard-coded?

Something I keep running into when designing agents: per-step reliability compounds, and it compounds fast. The math that bugs me If the model picks the right action 95% of the time (generous for open-ended tool use): 5 steps: ~77% end-to-end 10 steps: ~60% 20 steps: ~36% And the failures are rarel…

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  1. 2026-10-28 13:23 · r/AI_Agents
    The compounding error problem: how do you decide which steps get autonomy and which stay hard-coded?

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