Constitutional AI was a monumental step, but the underlying truth of agentic systems is that a software constitution inevitably erodes under adversarial pressure. We believe the ultimate best practice is a constitution enforced by the physical laws of computation itself.
At OHM NI Stack, our vision is to solve safety collectively by providing the deterministic physics to undergird your alignment research. We have engineered the AEGIS Cascade (USPTO Applications #63/994,444, #63/997,472, and #64/1,997,472), which uses "Thermoballing" to physically measure the thermodynamic energy of an adversarial prompt, enforcing alignment deterministically.
We are presenting this IP at the Planetary AI Safety Summit in Vienna (May 2026). We want to establish physical determinism as the collaborative best practice where your mechanistic interpretability teams can contribute without restriction. We invite Anthropic to dissect our sandboxed proofs and help shape this underlying truth.