I’m the founder of Constraint Dynamics, the research organization behind Golem and Golem Physics. Golem is an implemented geometric knowledge research system: information becomes claim coordinates, the lattice tracks provenance, anchors, tensions, support paths, and time, and speech waits on claim state rather than LLM confidence alone. The current work focuses on making Golem easier for AI safety reviewers and funders to inspect: refreshed metrics, runtime traces, benchmark planning, reviewer evidence, and the bridge from verification-before-voice into governed agent action through Constraint Native.