The compliance industry has run out of structural ideas. Faced with non-deterministic system drift, the establishment response is to substitute spiritual alignment and ancient architectural metaphors for engineering constraints. This is a corporate confessional booth for boards who refuse to look at the bare metal.
Sprawling cross-functional committees cannot cross-examine an LLM context window. Assuring compliance officers they "do not need to become data scientists" manufactures a fatal vulnerability: executives attempting to oversee vectors using a vocabulary composed entirely of abstract ethics. Treating a stochastic matrix as a rogue vendor subject to a paper audit is an institutional delusion.
Traditional risk management relies on retrospective telemetry—auditing logs after the failure occurs. In a stochastic environment, failure occurs at the millisecond scale. Waiting for a committee meeting while a model leaks proprietary parameters is institutional suicide. True architecture rejects the masonry metaphor of shared responsibility; it builds gates out of code.