Bug pack
The AI-under-audit pack
“The AI sounds right. Prove it.” Grounding, contradictions, thresholds, and stale context in an assistant's output.
AI asserts something not in the recordAI recommendation contradicts the recordThreshold set at the wrong boundaryDerived value never invalidates
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The stack grades as one session — every member bug type this app hosts is in scope at once.