AI Ethics & Governance for Leaders, Boards & Trustees

Operational Safety in Healthcare AI, Slop Markets, AI Literacy Risk, and the New Trust Surface AI Ethics & Governance for Leaders, Boards & Trustees By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. This Week’s Governance Lesson AI capability scales fast. But governance maturity only shows up when institutions build filtering + operational…

In this episode of AI Governance with Dr. Freddie Seba, Freddie sits down with Dr. Johnathan Cromwell, Associate Professor and Faculty Director of the Entrepreneurship & Innovation (E&I) Initiative at the University of San Francisco, to examine how AI is changing the innovation equation—and what ethical governance looks like when leaders are operating under ambiguity….

In this episode of AI Governance with Dr. Freddie Seba, I sit down with Dr. Johnathan Cromwell (Associate Professor and Faculty Director of the Entrepreneurship & Innovation Initiative at the University of San Francisco) to unpack the changes that occur when AI flips innovation on its head. Instead of starting with a clearly defined problem…

The Seba 12 Ps for Boards, Health AI, Wearables, Sovereignty Claims, and the New “Filtering Problem” AI Ethics & Governance for Leaders, Boards & Trustees By Dr. Freddie Seba © 2026 Freddie Seba. All rights reserved. Executive Reflection: Autonomy Is Not a Feature — It’s an AI Governance Variable This week’s signal is not “AI…

This week’s most important AI signal didn’t come from a benchmark.It came from a doctrine lesson. Retired Gen. @David Petraeus put it plainly: “Lessons are not learned when they are identified… Rather, they are only learned when you develop new concepts, write new doctrine, change organizational structures, overhaul your training, refine leader development courses, set…

What Hiring Signals, Real Limits of Autonomy, Market Power, and Trust Infrastructure Tell Us About What Comes Next —AI Ethics & Governance for Growth. A Guide for Leaders, Boards & Trustees By Freddie Seba © 2026 Freddie Seba. All rights reserved. Executive Signal One of the most encouraging AI signals this week did not come…

AI Ethics & Governance for Leaders, Boards & Trustees By Freddie Seba © 2026 Freddie Seba. All rights reserved. One ask: If you oversee AI (or will soon), subscribe—this is a weekly board-ready oversight packet (plain language, no hype) + a companion podcast with AI practitioners building and deploying AI (including #AgenticAI). The signal I…

AI Ethics & Governance for Leaders, Boards & Trustees: Why 2026 Forces Boards to Protect Judgment and Critical Thinking By Freddie Seba © 2026 Freddie Seba. All rights reserved. Executive Signal This week’s signals converge on a deeper governance shift: AI is no longer only shaping what institutions do. It is increasingly shaping how institutions…

Why 2026 Is Forcing Boards to Govern the Full AI System By Freddie Seba © 2026 Freddie Seba. All rights reserved. AI Ethics & Governance: A Guide for Leaders, Boards & Trustees Executive Signal This week’s developments point to a structural shift that boards and trustees can no longer treat as incremental. AI is no…

AI Ethics & Governance: Leaders, Board & Trustee Guide to Responsible AI Oversight. By Freddie Seba Copyright © 2026 Freddie Seba. All rights reserved. Issue #52 translates 2026 AI signals into a board-ready oversight packet: pilots-to-performance, patient-facing AI risk classes, vendor concentration, incident reporting laws (NY RAISE), insurance/liability, synthetic evidence limits, and the 12 Ps…