Artificial Intelligence #ai#artificial-intelligence
Human-on-the-Loop Orchestration Cuts AI E-Discovery Privilege Risk by 61%, Study Finds
A new paper on arXiv introduces a human-on-the-loop orchestration architecture for AI-assisted legal discovery, addressing a failure mode called 'trajectory collapse' where early misclassifications propagate through multi-step reasoning. Simulation results show calibrated uncertainty thresholds can reduce privilege-waiver risk by up to 61% compared to fully autonomous deployment, while routing fewer than a quarter of documents to attorney review.
Jun 20, 2026 1 source