We do not need to record everything an AI system sees. We do need reliable evidence of what it used, who authorized it and what it changed. For most of the history of cybersecurity, governance has followed a familiar recipe: define a policy, identify an accountable person, collect logs and investigate exceptions. It is imperfect,..
First seen on securityboulevard.com
Jump to article: securityboulevard.com/2026/08/ai-governance-without-surveillance-the-missing-evidentiary-layer/
