ENTITY Human-on-the-Loop

Human-on-the-Loop

PulseAugur coverage of Human-on-the-Loop — every cluster mentioning Human-on-the-Loop across labs, papers, and developer communities, ranked by signal.

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COMMENTARY · CL_274149 · Oct 1 · 12:00

AI oversight modes: Human-in-the-loop, on-the-loop, and out-of-the-loop defined

This article distinguishes between three modes of human interaction with AI systems: human-in-the-loop, human-on-the-loop, and out-of-the-loop. Human-in-the-loop requires explicit approval for each action, offering stro…
TOOL · CL_100074 · Jun 19 · 04:00

AI legal discovery paper proposes human-in-the-loop to cut privilege-waiver risk

A new paper proposes a four-layer verification architecture to mitigate errors in AI-assisted legal discovery. The proposed system aims to prevent "trajectory collapse," where early misclassifications in autonomous LLM …

AI oversight modes: Human-in-the-loop, on-the-loop, and out-of-the-loop defined

AI legal discovery paper proposes human-in-the-loop to cut privilege-waiver risk