AI governance needs to control consequential actions—not ration capability through opaque fear.

I was trying to make an AI safety system fail correctly.

The test was simple. I created a deliberately malformed local JSON packet for a command-line auditor. The correct behavior was not clever: reject the packet, return a clear error, write no...