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Issue #51: AI Ethics & Governance for Leaders.
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…
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Board-Ready AI: Evaluation, Monitoring, and Public Trust in 2026
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…
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Issue #49 — 2025 Year-in-Review: Board & Trustee AI Governance Lessons (48 Issues, Seba’s 12 Ps, and What’s Next)
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…
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Issue #48 — Partnerships, Sovereignty, and “Agentic Coworkers”
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…
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Issue #47 —AI Architects, Omnibus, and New AI Work. Building the age of thinking machines — without outsourcing responsibility
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…
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Issue #46 — Co-Improvement, Care Logs & National AI Plans
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…
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Issue #45 — Jobs on Iceberg & Agents in the Wild: GenAI Between Quiet Change and Loud Claims
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…
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Issue #44 — Fragility, Stewardship & the Public Good: GenAI for Health, Higher Ed & Financial Services
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…
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Issue #43 — Doubt, Control & Access: GenAI Guardrails for Health & Law
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…
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Issue #42 — Voice, Copy & Bio: What Just Got Real
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…
