Triage-PiEvo: Evidence Admission for Principle-Evolving Scientific Agents
TRIAGE-PIEVO introduces Evidence Admission as a decision layer for agents evolving scientific principles. It separates immediate search steering from principle revision, requiring independent evidence before changing core beliefs. This mechanism improves efficiency by treating anomalies differently and achieves high solution quality across various tasks.