Compliance & AI Governance Insights
Practical analysis on regulatory frameworks, AI governance, and workforce judgment.
Why Bayesian Knowledge Tracing Beats MCQ for Compliance Assessment
Multiple choice questions test memorization. BKT tests judgment — and updates its estimate of your competency with every response.
ProductThe 42/60 Quality Gate: How We Ensure Every Cubelet Ships Complete
Every cubelet has six faces. Every face scores minimum 6/10. No face compensates for another. Here's why the quality gate matters.
CMMCCMMC 2.0 Assessment Readiness: From SPRS Score to Verified Posture
Your SPRS score is a self-assessment. A CMMC assessment tests whether your people can make sound security judgments under scrutiny.
PassportAgentAuthorizationCredential: The First Verifiable Credential for AI Agents
NemoClaw enforces at runtime. The Passport proves it happened — with a W3C VC 2.0 credential scoped to a bounded task.
StrategyRegTech, Not EdTech: Why Positioning Matters for Compliance Infrastructure
EdTech multiples are depressed. RegTech is growing to $85B by 2030. The primary artifact is a judgment diagnostic — training is the mechanism, not the product.
TechnicalBuilding the Five-Agent Cubelet Pipeline: From Signal to Ship in 5 Days
Research (Haiku) → Writer (Sonnet) → Editor (Sonnet) → QA (Opus) → Publisher (Haiku). How the Course Factory produces quality-gated knowledge atoms.