[KongchangAI]
Unverified50% confidenceFactExact time

The AI-Node-Sentinel orchestrator performs stateless per-event triage: three XID 79s on the same GPU within three hours produce three identical conclusions that know nothing of each other (same action, same confidence, same rationale), an architectural lack of state management.

1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen

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