verification loops

Article mentions agents 'verify findings to reduce false positives'—this is a verification loop pattern where multiple agents check each other's work to filter noise from signal.

Computer use feature explicitly closes verification gaps for native apps, enabling end-to-end testing within a single extended context session.

Implicit in the bullshit detection claim is the need for continuous verification cycles. Each failed detection is a missed loop; each caught error is a validation checkpoint that should be learned fro