AI Ethics & Governance for Leaders, Boards & Trustees

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…

GenAI Ethics & Governance for Leaders by Freddie Seba. What’s new (in simple terms): Hospitals are wiring AI into day-to-day care, pharma is building “AI factories,” and researchers are testing whether models can reason about language—and even notice their own “thinking.” Markets are hot, but concentration risk is a genuine concern. The job for leaders:…

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 milestone — Issue #40 Forty issues in, it feels right to pause and celebrate a small victory. The consistency to show up. The curiosity to…

Together, we’re shaping a more ethical, inclusive, and globally informed future for AI in health. I’m privileged to be among the speakers and moderators, joining the Panel on Outer Setting (Regulation, Market Dynamics, and Equity) — exploring how external forces shape responsible and inclusive AI adoption across healthcare systems worldwide. Deep gratitude to Felix and…

By Freddie Seba | GenAI Ethics & Governance for Leaders A note to readers I’m sharing reflections and working notes from my doctoral research and real-world practice in Generative AI ethics and governance—human-centered guidance and discernment for leaders across higher education, healthcare, financial services, and beyond. If you’re deciding how AI touches people, policy, and…

This newsletter is for those shaping the present and future — not just experts — building a fair, productive society together across higher education, healthcare, finance, and beyond—anyone deciding how AI touches people, policy, and performance. We’re still scaling inexpensive, capable AI faster than we’re building guardrails. The result: misuse risk is compounding in the…

By Freddie Seba | GenAI Ethics & Governance for Leaders We are scaling cheap, capable AI faster than we are building guardrails. The result: real-world misuse risks are compounding while policies and safety features sprint to catch up. This week’s signals 1) The threat surface just went biological. A new Science-covered study shows AI-designed toxic…