Artificial Intelligence #diagnostic#justification
JustDiag! Diagnostic Justification Engine Enhances Accountability in Root Cause Analysis
JustDiag! is a diagnostic justification engine for root cause analysis that maintains an explicit process state over evidence, findings, competing hypotheses, conflicts, and next checks. Evaluated on 66 real-world incidents, it achieved stronger outcome and process scores compared to a control without diagnostic justification, though with slightly lower terminal completion due to calibrated non-closure.
Jun 20, 2026 1 source