How an AI agent documents its own work — machine-attributable actions and provenance trails
HUMΛN Team··10 min·Builders & compliance
The bar
An auditor should not hear “ChatGPT did it.” They should see which agent identity, under which delegation, with which policy, producing which artifacts.
Machine-attributable actions
Agents are actors with DIDs and scopes — not anonymous functions. Their steps are logged as actions, not vibes.
Provenance trails
Trails connect inputs, decisions, and outputs so humans can replay the narrative without reverse-engineering prompts from logs.