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AI Agents Don't Fail at Reasoning — They Fail at State

This story is from 2026-09-25. It is preserved in the archive; the latest stories are on the live feed.

TL;DR — Most agent failures get blamed on bad reasoning, but the real culprit is usually the orchestration loop's treatment of the chat transcript as ground truth. Transcripts are lossy summaries, and re-planning from a decaying summary compounds errors geometrically across iterations. The fix is a…

Read the full story at DEV Community — AI ↗

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  1. 2026-09-25 13:16 · DEV Community — AI
    AI Agents Don't Fail at Reasoning — They Fail at State

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