THE PROBLEM

Inside weapons programs, power grids, dispatch centers, and factories, decisions are now made at machine speed across many vendors and organizations, with no record of what each decision was based on or who allowed it.

The checks meant to catch a bad decision were not built for this. A model retrained on corrupted data, a version swapped upstream, an assumption no downstream user could see: each passes every check it is given and is wrong anyway. And the assurance that it was all fine comes from the vendor who built it, grading its own work, after the fact. That is not evidence. That is a claim.

The error surfaces, usually late. Then the questions begin: what did it touch, how far did it spread, which decisions still stand. Today there are two answers: redo everything, or accept a defect of unknown size. Both cost trust. And so the system either gets fielded without proof, or never gets fielded at all.

By a certifier, an auditor, a regulator, an insurer, or a court.