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cs.LG2026

MARGIN: Runtime Confidence Calibration for Multi-Agent Foundation Model Coordination

Joss Armstrong

Foundation-model pools are increasingly used as black-box responders in coordinated systems where a coordinator must decide which response to trust. Raw self-reported confidence is…