The oversight thread

Where a human actually stands in the loop. Opens in M1 with the human-agent interface as the architectural oversight surface, runs through M9's guardrail rail stages and PII/compliance controls, and closes in M10's human-in-the-loop techniques, structured feedback loops, transparency, and named intervention points.

NCPA-T4 · 0 lessons across 0 modules

Part of the throughlines running across the NCP-GENL prep course.