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The Machine That Must Explain Itself

Trustworthy robots must explain physical actions with synchronized evidence, causal provenance, uncertainty, safety context and verifiable outcome records for humans.

Why Trustworthy Physical AI Needs Evidence, Causal Provenance and Verifiable Explanations From Sensor to Action

Trustworthy robots must explain physical actions with synchronized evidence, causal provenance, uncertainty, safety context and verifiable outcome records for humans.