Making physical AI trustworthy enough to deploy — evidence over footage, assumptions made explicit, and residual risk given an owner.

Latest How Safe Is Safe Enough — and Who Decides?

Risk numbers are easy to produce; thresholds are hard to own. Where the safety threshold α comes from, the three answers older industries gave, why physical AI bends all of them — and why everyone touches the threshold but no one signs it.

Aug 2, 2026 · 14 min read · Physical AI Deployment Assurance