Скачать или смотреть Episode #5: The Substrate of Trust — AI + Verification

In the AI era, “trust” can’t be vibes—it has to be verifiable. In this episode of AI Governance with Dr. Freddie Seba, I’m joined by Rohan Handa (Mysten Labs) to translate verification into board-ready language—and connect it to what leaders must govern as AI agents start to recommend, route, approve, and transact.
Rohan’s core guidance: don’t start with “which model is best.” Start with where AI can replace repetitive work, reduce cycle time, and lower error rates—then assign clear accountability and ownership. We discuss AI on a spectrum (tool → teammate → employee replacement), why the “heavy lifting” is implementation + strategy (not demos), and how unmanaged, informal AI use creates governance gaps.
We also cover trust decay, hallucinations, and a simple leader test: what decisions are influenced by AI, and what’s the cost of being wrong?
Educational content only. AI-assisted; final editorial control is mine. © 2026 Freddie Seba.