Data & Analytics · Research & Synthesis

Run safety-gated physical experiments

Frontier-model laboratory work can adapt experiments quickly but must not outrun physical safety controls. Research teams need bounded protocols, qualified-human approval, hardware interlocks, provenance and stop conditions throughout the experiment loop.