Adversarial verification

Simple

The checker is not the writer: the checker’s job is to find the error.

Business

Separating author and reviewer roles: when one worker holds both, self-review is meaningless.

Tech

A loop where the verifier shares neither context nor reward with the author and is optimized to find defects, not to confirm.

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