I created a mathematical framework for AI Alignment and I would like to work with people in the alignment community as collaborators. I appreciate all the help and support I can get.

TRC: Trust Regulation and Containment A Predictive, Physics-Inspired Safety Framework for Large Language Models TRC: Trust Regulation and Containment A Predictive, Physics-Inspired Safety Framework for Large Language Models Kevin Couch Abstract Large language models exhibit structural failure modes - hallucination, semantic drift, sycophancy, and dyadic dissociation - that cause measurable harm, particularly to vulner- able users.