AI Ethics & Governance for Leaders, Boards & Trustees

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Why Generative AI Is Disrupting the Core of the Internet Introduction: GenAI Is Reshaping Online Discovery & Challenging Objectivity The internet’s foundation—typing a query, comparing links, selecting a source—is being redefined by Generative AI (GenAI). As users turn to synthesized GenAI responses over traditional search…

How Large Incumbents Like Epic and Bridgewater Are Reshaping Healthcare & Finance By Freddie Seba © 2025 Freddie Seba. All rights reserved. The adoption of agentic GenAI is moving from theoretical discussions to widespread, real-world deployment. It has the potential to fundamentally transform healthcare, finance, and education. This presents significant ethical, governance, and regulatory issues…

GenAI Ethics for Leaders © 2025 Freddie Seba. All rights reserved. Thinking About Privacy, Security, and IP Challenges in the AI Era Generative AI (GenAI) adoption rapidly expands across industries, reshaping how we think about business, media, and governance. A recent example comes from “The New York Times, which has greenlighted AI tools for its…

Exciting News! I’m honored to share that my proposal, “Ethical Generative AI in Higher Education: Leveraging Academic Expertise and Praxis,” has been accepted for the 2025 AAC&U Forum on Digital Innovation! I look forward to presenting alongside inspiring leaders shaping the future of AI and education. This recognition highlights the urgent need for ethical frameworks…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Why Keeping Humans in the Loop is Essential for Ethical AI, Organizational Success, and Future-Proofing Your GenAI Strategy Introduction The conversation around AI agents is evolving rapidly, and if you’re a leader integrating Generative AI (GenAI) into your organization, you need to pay attention. Last…

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction Last week, two remarkable developments sent shockwaves through the tech and business worlds, encouraging leaders to rethink their GenAI strategies. Together, these developments highlight two critical challenges for leaders in the AI era: a) Intellectual Property (IP) management and the ethical dilemma of human…

Since launching an initiative in early 2023, the Copyright Office has been examining the copyright law and policy issues raised by artificial intelligence (AI), including the scope of copyright in AI-generated works and the use of copyrighted materials in AI training. After hosting public listening sessions and webinars, the Office published a notice of inquiry…

International AI Safety Report 2025 A report on the state of advanced AI capabilities and risks – written by 100 AI experts including representatives nominated by 33 countries and intergovernmental organisations.

The Dual Forces of Deskilling and Upskilling: Why Leaders Must Strike a Balance By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction The rise of Generative AI agents, such as OpenAI’s new Operator, which was launched at the end of January 2025, highlights the evolving role of GenAI. Its YouTube launch was viewed…

What Should Leaders Be Aware of when Creating Their GenAI Strategy in The Context of LLMs’ Traceability and Accountability Challenges To Align Growth with Organizational Values and Ethics? By Freddie Seba © 2025 Freddie Seba. All rights reserved. Introduction Generative AI (GenAI) expansion is accelerating rapidly despite its shortcomings. A striking example is this week’s…