AI Ethics & Governance for Leaders, Boards & Trustees

Why ethics and governance must lead the way in the age of institutional autonomy By Freddie Seba © 2025 Freddie Seba. All rights reserved. Framing the Week Twenty-two editions in, one theme continues to emerge: Leaders who treat ethics and governance as afterthoughts slow down, stumble—or worse, lose trust. But effective leaders who embed them…

A plot twist leaders didn’t script—and how to step back into the role. By Freddie Seba © 2025 Freddie Seba. All rights reserved. A Movie We’re Suddenly Inside If this were a film, we’d be ten minutes in—snacking on popcorn—before realizing that the AI assistant quietly supporting operations has started making decisions on its own….

By Freddie Seba © 2025 Freddie Seba. All rights reserved. A Leadership Milestone: 20 Issues In With this 20th edition of Generative AI Ethics & Governance for Leaders, I want to mark a meaningful milestone—not just a publishing count but the evolution of a leadership-focused movement. Over the past year, we’ve explored ambient AI, deepfakes,…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Overview As Generative AI evolves beyond a tool into an advisor—and in some cases, a gatekeeper—two recent developments demand attention from leaders across sectors. One involves surveillance-like behavior from Anthropic’s Claude 4. The other? A peer-reviewed study shows that GenAI can now be more persuasive…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction: Beyond AI-First—Why Ethical and Human-Centered Governance Must Be Backed In Leaders’ Strategy As headlines celebrate GenAI-fueled growth, leaders must ask: growth for whom? Duolingo recently doubled its language offerings/products to sell using GenAI (The Verge, 2025). But within days, reports confirmed hundreds of contractors—including…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction When the Times reached out to discuss the ethical implications of a Gen AI application whose marketing message revolved around cheating, our conversation quickly moved beyond productivity or performance. We talked about trust and what it means when Gen AI tools don’t just assist…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction: The Governance Challenge in a Rapidly Accelerating GenAI Landscape Two significant developments last week underscore the growing gap between GenAI innovation and the governance frameworks meant to guide it: These headlines highlight an uncomfortable truth: GenAI is evolving faster than public institutions, ethics protocols,…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. The Workplace Is Changing—Are We Guiding the Change or Reacting to It? Introduction: Imagine attending a project meeting where an AI agent has designed the prototype—and your executive’s digital avatar is joining five other meetings at once. This is not a future vision. It’s now….

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction: The Crossroads of AI Leadership Artificial Intelligence has entered a paradoxical era defined by extraordinary promise and existential uncertainty. On one side is the potential to cure disease, accelerate discovery, and expand human capability. On the other, concerns about misinformation, bias, trust erosion, and…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Three breaking GenAI developments—autonomous R&D, IP collisions, and deepfake breaches—underscore why ethical leadership cannot wait. Introduction GenAI is evolving faster than internal or external governance can keep up. This edition explores three critical developments that signal a growing need for leadership grounded in ethics and…