AI Ethics & Governance for Leaders, Boards & Trustees

New Year, Bigger Challenges: Why Boards, Trustees & Leaders Can’t Delegate AI Oversight AI Ethics & Governance for Leaders: Board & Trustee Guide to Responsible AI oversight. By Freddie Seba Copyright © 2026 Freddie Seba. All rights reserved. Executive Summary In 2026, artificial intelligence governance has moved beyond generative AI outputs to AI systems that…

By Freddie Seba | AI Ethics & Governance for Leaders: Board & Trustee Guide to Responsible AI OversightResponsible AI Oversight From GenAI to AI: Agency, Transparency, and the 2026 Board Agenda. © 2025 Freddie Seba Year-end issue — closing 2025, setting the 2026 operating agenda A quick year-end thank you (before anything else) To everyone…

AI Ethics & Governance for Leaders: Board & Trustee Guide to Responsible AI oversight By Freddie Seba © 2025 Freddie Seba. All rights reserved. A board-first year-in-review on AI ethics and governance: 48 issues distilled into the 12 Ps of Responsible Power, top trustee questions, and a Q1 2026 oversight checklist for higher ed and…

GenAI Ethics & Governance for Leaders (Higher Ed • Healthcare • Public Interest) Building the age of thinking machines—without outsourcing responsibility Copyright © 2025 Freddie Seba. All rights reserved. A small note at forty-eight This week’s throughline is simple—and uncomfortable: Whoever controls the stack controls the terms. Sovereignty is becoming a strategy (and constraint). And…

GenAI Ethics & Governance for Leaders. By Freddie Seba — Background note: This issue is framed by my successful doctoral dissertation defense on GenAI ethics & governance in higher education—especially what faculty early adopters surface when GenAI meets real incentives, real workflows, and real accountability. Copyright: © 2025 Freddie Seba. All rights reserved. Third-party content…

From self-improving systems to shared, human-in-the-loop superintelligence By Freddie Seba | GenAI Ethics & Governance for Leaders. © 2025 Freddie Seba | All rights reserved | GenAI Ethics & Governance for Leaders For board members, executives, clinicians, educators, and trustees working at the intersection of GenAI, health, and higher education. If this was forwarded to…

By Freddie Seba | GenAI Ethics & Governance for Leaders New this week: a dedicated For Boards & Trustees — Oversight in the Age of GenAI section for corporate boards of directors and higher ed boards of trustees, translating the week’s signals into concrete agenda questions and fiduciary checkpoints. © 2025 Freddie Seba. All rights…

By Freddie Seba | GenAI Ethics & Governance for Leaders For those shaping the present and future — not just experts — building a fair, productive society together. This issue is informed by my ongoing AMIA 2025 work on GenAI ethics and governance in healthcare and health informatics education, my teaching and research in higher…

By Freddie Seba | GenAI Ethics & Governance for Leaders For those shaping the present and future — not just experts — building a fair, productive society together. This issue is informed by my speaking and participation at the AMIA Annual Symposium 2025, and the conversations captured in my LinkedIn posts this week. A small…

By Freddie Seba | GenAI Ethics & Governance for Leaders For those shaping the present and future — not just experts — building a fair, productive society together. A small note at forty-two Forty-plus issues in, our task is more straightforward: voice is getting real, copy is getting persuasive, and bio is getting irreversible. That…