GroundedDI·Aug 7Synthetic AI Data is Not Reality — How Deterministic Intelligence can Preserve Auditable and…Constructed Information • Provenance • Validation • Admission Control
Caffein Chen (陳穎漢)·Jul 24Kimi K3 Is Opening Its Weights. It Didn’t Open Sovereignty.Sovereign AI has three layers, not two — and the third one is the only one that bites you every day.
Cici Yu·Jul 7From Hackathon Challenge to Auditable AI Research — Claude Code + Momen Visual BackendI built this for Hack the Law Cambridge 2026 — Clifford Chance's challenge, How Do We Supervise Legal AI Agents?
Shuvadib Paul·May 10Why Most AI Agents Fail in ProductionAnd what enterprise teams must do fundamentally differently before deploying their next agent.