3 articles
A derived artifact can pass local checks while downstream QA and capability records still point to an older file. This article shows how to propagate identity changes through the full attestation graph.
How binary header inspection separated a WAV container-length defect from damaged audio, and how a verified rewrite made the file safe for stricter media pipelines.
How reviewed fictional actors, actions driven by visible causes, pre-generation frame review, model routing by shot importance, and file hashes make realism checks repeatable and version-specific.