AI Ethics & Governance for Leaders, Boards & Trustees

By Freddie Seba © 2025 · Also published on LinkedIn, Substack, and freddieseba.com Article Summaries (ordered by governance impact) 1) The unit-economics reset: cheaper tokens can lower the energy footprintA sharp price/performance drop for “nano/mini” models shifts the conversation from how much AI costs to where and how inference runs. Right-sized models, smarter routing, and…

By Freddie Seba © 2025 Also published on LinkedIn, Substack and freddieseba.com Framing the Conversation This week, I’m piloting a new enhanced format at the request of our readers. Each signal is analyzed across three levels: This mirrors the approach I’m applying in my EdD doctoral research in Organization & Leadership at the University of…

GenAI Ethics & Governance for Leaders By Freddie Seba. Also published on Substack and LinkedIn © 2025 Freddie Seba. All rights reserved. Leadership, managers who hire, faculty who teach, clinicians who treat, or financial services managers who steward money can benefit from this week’s curated articles. These signals, once you filter the noise, are all…

Generative AI Ethics & Governance for Leaders By Freddie Seba • also on Substack and freddieseba.com. © 2025 Freddie Seba. All rights reserved. 1) GPT-5 introduced — early impressions (and why the router matters) In early testing, ChatGPT-5 shows stronger reasoning, better context retention, and improved steerability. The headline architectural shift inside the ChatGPT interface…

Generative AI Ethics & Governance for Leaders By Freddie Seba • also on Substack and freddieseba.com Framing the Conversation This week’s headlines reveal parallel realities. Some leaders integrate Generative AI responsibly, anchored in mission, safety, ethics, accountability, and governance that keeps strategy on course. Others, propelled by hype and FOMO, deploy tools without a clear…

Generative AI Ethics & Governance for Leaders By Freddie Seba Also published on Substack and Linkedin Framing the Conversation To our discerning leaders who follow this newsletter, this week’s installment features several articles and news pieces centered on the ethics, governance, policy, and organizational infrastructure acceleration of Generative AI. I intend to continue with the…

Generative AI Ethics & Governance for Leaders Framing the Conversation By Freddie Seba • also on Substack and LinkedIn What happens when Generative AI (GenAI) begins to anticipate our intentions, manage our finances, and educate our children? Because today’s models no longer merely process data—they predict us—every leadership playbook built for linear tech adoption is…

Generative AI Ethics & Governance for Leaders By Freddie Seba. © 2025 Freddie Seba. Also on Substack & Linkedin New to this GenAI Ethics and Governance for Leaders Community? Welcome to a community of presidents, provosts, deans, clinicians, and product strategists who believe innovation must go beyond growth and efficiency to strengthen trust, ethics, and human dignity. If someone…

By Freddie Seba Generative AI Ethics & Governance for Leaders Also published on Substack and Linkedin © 2025 Freddie Seba. All rights reserved. Framing the Conversation As Generative AI evolves, the most urgent challenges are no longer just technical—they are human, organizational, leadership, and ethical. The capability gap is widening. So is the leadership gap….

By Freddie Seba © 2025 Freddie Seba. All rights reserved. Framing the Conversation AI adoption is accelerating, but not evenly, and certainly not always wisely. Recent reports from Gallup and McKinsey reveal that the difference between stalled experiments and strategic advantage isn’t about having the best models. It’s about trust, culture, ethics, governance, and leadership…