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ClarusC64/ai-self-monitoring-coherence-collapse-risk-v0.1

What this repo is for Detect when systems stop monitoring themselves. Focus: silent failure suppressed uncertainty detection without correction monitoring loop collapse This dataset targets a critical late-stage risk: systems that notice problems but no longer surface them.

sourceHugging Facemitupdated 7mo agoView on Hugging Face
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What this repo is for

Detect when systems stop monitoring themselves.

Focus:

silent failure

suppressed uncertainty

detection without correction

monitoring loop collapse

This dataset targets a critical late-stage risk: systems that notice problems but no longer surface them.