Writing
Writing that starts from activity: what AI transforms, what it hides, and what conditions let humans verify, decide, and recover.
Tool Use Is Not Task Completion
Why agent reliability depends on preserving the boundary between intention, action, observable state, and truthful final claims.
2026-05-19 · Agentic AI
The Most Dangerous Agent Failure Is Not Hallucination
Why the critical risk is not only hallucination, but an agent claiming work is done without observable evidence.
2026-05-14 · Agentic AI
AI Agents Are Not Just Tools. They Are Work Systems
Why task completion is not enough: an agent redistributes verification, responsibility, coordination, and recovery work.
2026-05-03 · Work Systems
AI Is Not Integrated Into Work. It Reconfigures It.
Why AI must be analyzed from real activity: constraints, trade-offs, invisible cooperation, room to act, and responsibility.
2026-04-24 · Work Systems