The Mental Model Is the Vulnerability
Five AI infrastructure disclosures in one day share the same root cause: the gap between what users believe their security settings do and what the framework actually executes.
Five AI infrastructure disclosures in one day share the same root cause: the gap between what users believe their security settings do and what the framework actually executes.
Quoted on treating AI agents as insider threats and the emerging legal liability for autonomous AI decisions in enterprise environments.
Quoted on why enterprises need to start treating AI systems as insider threats, the coming wave of AI liability lawsuits, and the machine identity crisis facing security teams.
Automated reconnaissance agents now profile entire organizations in minutes, compiling dossiers from public sources faster and more comprehensively than ever before, reshaping how defenders must think about information exposure.
As nations weaponize AI and enforce data sovereignty requirements, the borderless internet has fractured into competing digital blocs, forcing enterprises to navigate fragmented compliance regimes while adversaries exploit jurisdictional gaps.
AI amplifies both defensive and offensive capabilities asymmetrically, raising the ceiling for defenders while lowering the floor for attackers and creating a fundamentally new threat multiplier that organizations cannot address through traditional approaches alone.