Certification

Proof sounds like a courtroom word. In safety-critical AI, it is more like warehouse management. First, define the space. Then label the shelves. Then check what is actually on them. Then find the empty slots. Then fill them deliberately rather than hoping the next random delivery truck brings exactly what the regulator asked for. Not glamorous. Also not optional. ...

Safety by Design, Rewritten: When Data Defines the Boundary Boundaries are usually drawn before deployment. A product team defines where a system is allowed to operate, safety engineers translate that into requirements, regulators ask whether the evidence matches the claim, and everyone pretends the world politely fits inside the diagram. Charming. Occasionally even useful. ...