A research paper proposing a design pattern called 'bounded-fidelity sim-as-demo-stage' to improve audit-chain reproducibility in governance benchmarking of LLM-driven robots. The pattern suppresses contact physics within explicitly bracketed handoff envelopes while preserving full dynamics elsewhere.