human supervision

The human supervision tag covers discussion of Microsoft Research Project Sico, an open-source research effort focused on structured AI “digital workers” for production workflows. The project emphasizes supervised human feedback, operational traces, sandboxes, and control loops as ways to make these systems observable, replayable, correctable, and capable of improvement. Rather than presenting Sico as a conventional chatbot, copilot, or automation script, the discussion explores how agentic computing could operate in real enterprise work. This tag is relevant to readers following Microsoft’s research into AI labor units, workflow execution, and the practical controls needed to evaluate, refine, and evolve AI systems responsibly.