https://gfrm.in/work/Evaluation that decides whether an LLM or agent system ships; evidence records for agentic AI under the HKMA's ART framework and MAS's guidelines; evaluation and oversight research. Senior roles, contracts and consulting, from Hong Kong.Hugoen