DATAROOM

AI governance is not a legal problem.
It's a physics problem.

The entire AI liability industry is building guardrails on thermodynamically unstable systems.

Current AI architectures (LLMs, transformers, diffusion models) are ungrounded. They operate at O(eⁿ) energy scaling - meaning every inference requires exponentially more compute as complexity grows. They can never achieve audit-grade accountability because they are architecturally incapable of knowing what they did.

The Fractal Identity Map (FIM) is grounded. It operates at O(log n) energy scaling. Each verified fact becomes a permanent foundation. The system doesn't just produce outputs - it knows it produced them. P=1 certainty, not probabilistic confidence.

This is not a feature advantage. It's a thermodynamic inevitability. Ungrounded systems become energetically unsustainable as complexity grows. The universe doesn't care about implementation debates - it makes ungrounded systems pay the thermodynamic tax until they either ground or fail.