This briefing examines AI-accelerated civic-tech development exemplified by Rafael Concepcion’s DEICER app, highlighting rapid prototyping, real-time crowdsourced mapping,…
Anthropic’s Claude Code leak exposes vulnerabilities in multi-step AI release pipelines, highlighting risks from manual deployment errors, the…
This briefing analyzes JustPaid’s deployment of a seven-agent AI software engineering team, highlighting multi-agent orchestration (OpenClaw) and execution…
Anthropic’s code leak exposed internal engineering systems—not model weights—highlighting the strategic importance of AI operational infrastructure, software supply…

The briefing details the U.S. Army’s Multi-Domain Command–Pacific (MDC–P), a 12,000-soldier headquarters integrating multi-domain operations with AI-enabled sensor-to-shooter…
Meta’s suspension of its Model Capability Initiative reveals risks in using sensitive employee telemetry—keystroke, mouse movements, chats—for AI…