Cognitive Core uses nine typed cognitive primitives, a four-tier governance model with human review as an execution condition, and an endogenous audit ledger to reach 91% accuracy with zero silent errors on prior authorization appeals, outperforming ReAct and Plan-and-Solve baselines.
MedAgentAudit: Diagnosing and Quantifying Collaborative Failure Modes in Medical Multi- Agent Systems
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Governed Reasoning for Institutional AI
Cognitive Core uses nine typed cognitive primitives, a four-tier governance model with human review as an execution condition, and an endogenous audit ledger to reach 91% accuracy with zero silent errors on prior authorization appeals, outperforming ReAct and Plan-and-Solve baselines.