Measuring whether agent messages mean what the receiver thinks. Ontology adherence + schema fidelity, scored where it matters.
AI & ML interests
Independent research lab. Agent infrastructure, evaluation, and the systems under LLMs. Correctness where the code executes. Receipts, not punditry.