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The agent failure mode no eval catches: acting on a fact that was true when it was cached and wrong when it was used

Reddit r/AI_Agents · 2026-07-01

Discusses a blind spot in AI agent reliability: cached facts that were true when ingested but become stale by the time they are used, leading to coherent but incorrect actions. Proposes separating consistency (match with source) from currency (source still true now), and asks how the community handles this.

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