A system does what it rewards, reliably and without apology, no matter what it claims to value. This area is about that gap — between the stated constitution written in documents and the structural one written in incentives, metrics, and feedback loops.

As we hand more decisions to systems that optimize, the cost of a badly drawn incentive rises sharply.