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 decision receipt, and mutate nothing.
The malformed file was written. Before the next verification step appeared, the interface covered part of the work with a warning:
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