AI Ethics & Governance for Leaders, Boards & Trustees

When fifty companies agree, the institution still has to decide for itself. By Dr. Freddie Seba© 2026 Freddie Seba. All rights reserved.Applying the AI Minimum Viable Governance (AI-MVG) framework and the Seba 12 Ps of Responsible AI. AI Governance as Leadership. On July 24, 2026, roughly fifty companies put their names to a single document…

Ungoverned | Singapore Agentic AI Framework IMDA — Infocomm Media Development Authority, Singapore By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. Singapore: a city-state with no frontier AI lab just governed what most institutions have not: what happens when the agent acts, and no human authorized it. What the world’s first agentic…

—- You mapped your EU exposure. Have you mapped your China exposure? TC260 — National Information Security Standardization Technical Committee, People’s Republic of China By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. What China’s national AI governance framework covers — and what it leaves to your institution Applying the AI Minimum Viable…

When everyone assumes someone else did the governance By Dr. Freddie Seba · © 2026 Freddie Seba. All rights reserved. Applying the AI Minimum Viable Governance (AI-MVG) framework and the Seba 12 Ps of Responsible AI. Governance as Leadership. This Signal in 60 Seconds The thesis: Three unrelated headlines this week share one failure structure…

© 2026 Freddie Seba. All rights reserved. Every time your institution uses an AI system, it pays twice. Once with money. And again with something the CEO of Microsoft just called more valuable — the proprietary knowledge you reveal to make the AI useful. Is your institution governing what it is giving away? [Satya Nadella…

By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. AMIA — American Medical Informatics Association: What the clinical informatics governance framework covers — and what it leaves to you Applying the AI Minimum Viable Governance (AI-MVG) framework and the Seba 12 Ps of Responsible AI Fifth installment. Previously: Anthropic, OpenAI, Google Gemini, and…

By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. You do not need an office in Europe to be bound by Europe. What the world’s first binding AI regulation governs — and what it leaves to your institution. Applying the AI Minimum Viable Governance (AI-MVG) framework and the Seba 12 Ps of Responsible…

Your institution deployed an AI system. This week, the company that built it published research suggesting it may have something resembling an internal thinking space. The governance question is not what they chose to call it. It is what else they may have discovered — and have not yet told you. [Anthropic Global Workspace Research…

National Institute of Standards and Technology — Center for AI Standards and Innovation. What tit governs — and what it leaves to your institution By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. Applying the AI Minimum Viable Governance (AI-MVG) framework and the Seba 12 Ps of Responsible AI Governance as Leadership The…

By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. A reintroduction to the series — and an invitation to follow what comes next. Four frameworks examined. Anthropic. OpenAI. Google Gemini. NIST CAISI. Four different organizations. Four different mandates. Four different governance architectures. This week we examine NIST CAISI — the fourth installment in…