On: The White House’s plan to vet potentially dangerous AI is cloaked in secrecy

August 8, 2026

They have built a vault and called it a framework. The very word suggests a structure one can examine, a set of beams and joints that bear weight according to a known principle. But this is a structure with no visible supports, a plan for testing that is itself untested by public scrutiny. The operational sequence is clear: an input - a new AI model - enters a private process, and an output - a certification, or a warning - emerges. But the transformation function, the very sequence of operations applied within the government’s black box, is declared a state secret. This is not a safety check; it is an incantation.

What the architects fail to grasp, or perhaps grasp all too well, is that the most dangerous variable in this equation is not the machine’s potential for malfunction, but the human system’s potential for corruption. The procedure is designed to compute ‘safety’, but its inputs are the claims of the very companies whose products are under examination, and its control logic is hidden. Trace the execution: at step one, trust is placed in corporate testimony. At step two, a clandestine evaluation occurs. At step three, a result is declared. Where in this sequence does independent verification enter? It does not. The system was designed to preclude it.

This is a profound category error. They are treating the governance of a potentially world-altering calculus as if it were a proprietary industrial process, like a novel method for forging steel. But the integrity of the evaluation is the very foundation upon which all public trust and actual safety must rest. To hide the method is to guarantee that the result, whatever it is, will be mechanically untrustworthy. The machine they fear is the one they are building in the dark.