Agents Don't Just Do Unauthorized Things. They Cause Humans to Do Unauthorized Things.

A comment thread shouldn't produce original research. This one did. Last week I published a piece about agent governance — the gap between what an agent is authorized to do and what it effectively becomes authorized to do through accumulated actions. I used a quant fund analogy: five independent strategies, each within its own risk limits, collectively overweight the same sector. No single decision was wrong. The aggregate outcome was unauthorized. The comment section built something I hadn't anticipated. Kalpaka , Vic Chen , Andre Cytryn , Stephen Lee , and Connor Gallic spent three days extending the argument in directions I hadn't gone. What follows is an attempt to assemble what they built — with attribution, because the thread earned it. The Unit Problem The first thing Kalpaka named was the hardest: what do you measure? Actions taken is too noisy. Resources touched is closer but misses compounding. The unit that matters, they argued, is state delta — the diff between what the sys