The engineering of doubt
Validation bias in AI outputs: code that compiles, well-written reports, closed-loop audits. How to build mechanisms of doubt into the pipeline.

Validation bias in AI outputs: code that compiles, well-written reports, closed-loop audits. How to build mechanisms of doubt into the pipeline.

When video stops being proof: how Sora 2 proposes emotional experiences indistinguishable from the lived, and what that blurred frontier implies.