TRC pitches physics-inspired LLM safety controls

This is an ambitious alignment proposal that reads more like a control-theory research pitch than a deployable product launch.

• –The core claim is that safety should happen inside the forward pass, not as a post-generation filter layered on top
• –The framework leans heavily on physics and dynamical-systems metaphors, which makes it intellectually interesting but still far from practical validation
• –Publishing on Zenodo gives the work a citable home, but there is no sign yet of peer review, benchmarks, open-source code, or adoption by model builders
• –For alignment researchers, the interesting angle is the attempt to formalize LLM safety as continuous geometric control over activation space