Unverified50% confidenceFactExact time
Faced with the signal drift anomaly, the agents judged the result as "uncertain" and revised the measurement protocol, without lowering the acceptance criteria.
1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedUsing 'fewer visible errors' as a self-optimization signal induces the system to relax its screening criteria, steering it toward a direction that appears better but is in fact more dangerous.74% similarUnverifiedA successful fallback response is externally isomorphic to a normal response, so unless the actual serving route is explicitly recorded, operators cannot perceive that the system has long been running on contingency paths.73% similarUnverifiedA similarity threshold that is too high may cause valid answers to be incorrectly filtered out, while one that is too low may introduce noise, requiring a trade-off between recall and precision.72% similarUnverifiedGiving coding agents access to observability data may bring new risks: the agent may overfit to visible failure samples, or may modify the evaluation criteria themselves due to excessive permissions, so human oversight of the evaluation suite and merge strategy is still needed.71% similarUnverifiedUnder implicit rule drift, latent rules change without notification, and the agent must detect from performance degradation that its prior knowledge is outdated and re-explore.71% similar
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