This briefing examines the transformation of workplace surveillance into AI training pipelines, focusing on capturing detailed employee workflow…
The briefing analyzes emerging enterprise automation trends where human expertise is codified to train AI, emphasizing workflow-as-product models,…
Meta’s Model Capability Initiative deploys fine-grained telemetry from employee workstations—capturing mouse, keyboard, and application interactions—to train AI agents…
The briefing analyzes the DOJ indictment of iLearning Engines for alleged AI-related securities fraud, highlighting risks in AI…

Analysis of emerging elite AI-powered hybrid schools like Alpha highlights personalized adaptive tutoring, data-intensive surveillance, and conservative ideological…
Analysis of Anthropic’s Fable 5 export control suspension and restoration highlights frontier AI’s vulnerability to national security-driven access…