AI Guru® Insights
Practical insights, governance frameworks, and career guidance for professionals navigating the AI-first era.
One gigawatt equals a nuclear reactor, 750,000 homes, billions in capital. The world needs 220 by 2030. A primer for boards and operators on the unit that now defines AI infrastructure scale.
A primer on disaggregated inference: how separating prefill and decode reshapes LLM serving, why the KV cache matters, and when this architecture pays off.
Honest 2026 comparison of US enterprise AI training: MIT xPRO, HBS Online, Wharton, MIT Sloan, Section, Reforge, Korn Ferry, BetterUp, AI Guru. When to pick which.
Third-Party AI Risk: Most organizations don't build AI — they buy it, embed it, or use it as a service.
From Flash Attention to RAG — the definitive dictionary for AI, ML, and Governance terminology.
ISO 42001 Explained: The first certifiable AI Management System (AIMS) standard.
AI Data Governance: Consent, legality, and ethical considerations in data collection.
AI Decommissioning: Regulatory changes that render the system non-compliant.
The EU AI Act Explained: Social scoring, manipulative AI, untargeted facial scraping, real-time biometric identification.
AI Training and Awareness: Policies without understanding produce compliance theater, not governance.
Model Cards, Datasheets, and AI Documentation: What they contain: intended use, limitations, performance metrics, ethical considerations.
Agentic AI Governance: The shift from recommendation to action — and why it changes everything.
AI and Consumer Protection Law: Section 5 unfair or deceptive practices applied to AI.
Building an AI Governance Program: AI governance officer or chief AI ethics officer.
AI Testing and Validation: A model can be 95% accurate overall and 60% accurate for a specific demographic.
What Is AI Governance: AI systems are fundamentally different from traditional software — they are probabilistic, opaque, autonomous, and data-dependent.
NIST AI RMF vs. ISO 42001 vs. EU AI Act: OECD = principles, NIST = voluntary framework, ISO 42001 = certifiable standard, EU AI Act = law.