AI Governance: Balancing Innovation With Risk Management

EPISODE DESCRIPTIONIn this episode of The AI Governance Briefing, Dr. Tuboise Floyd is joined by Col. Kathy Swacina (USA, Ret.), CIO of SherpaWerx, and Taiye Lambo, Founder and Chief Artificial Intelligence Officer of the Holistic Information Security Practitioner Institute (HISPI), to discuss Project Cerebellum, AI governance, and balancing innovation with risk management.The conversation cuts to the structural reality: without a holistic control layer, the race to be first with AI produces institutions that are exposed before they know it. The panel covers the evolving role of CIOs in AI oversight, what it actually means to build accountability into AI systems, and why most risk management frameworks fail at execution. This is not a theoretical discussion. These are practitioners who have governed AI in high-stakes environments.──────────────────────────────────────KEY TOPICS──────────────────────────────────────∙ Project Cerebellum and holistic AI control layers∙ The race to AI deployment vs. responsible governance∙ The evolving role of CIOs in AI oversight∙ Building accountability into AI systems — not appending it after deployment∙ Risk management frameworks that survive real humans, real incentives, and real pressure──────────────────────────────────────GUESTS──────────────────────────────────────Col. Kathy Swacina (USA, Ret.)CIO, SherpaWerxChair, HISPI AI Think Tank — Project Cerebellum🔗 https://sherpawerx.comTaiye LamboFounder & Chief Artificial Intelligence OfficerHolistic Information Security Practitioner Institute (HISPI)🔗 https://www.hispi.org🔗 https://projectcerebellum.comLinkedIn: linkedin.com/in/taiyelamboTAIMScore™ Assessor Workshop🔗 https://humansignal.io/taimscore_assessor_workshop──────────────────────────────────────FRAMEWORKS REFERENCED──────────────────────────────────────→ Failure Files™ — humansignal.io/failure-files→ TAIMScore™ Assessor Workshop — humansignal.io/taimscore_assessor_workshop→ GASP™ (Governance As a Structural Problem) — humansignal.io/frameworks/gasp→ The Trust Gap — humansignal.io/frameworks/trust-gap→ L.E.A.C. Protocol™ — humansignal.io/leac-protocol──────────────────────────────────────SUPPORT THE SHOW──────────────────────────────────────Subscribe now to lock in the feed. This isn't just content — it's a continuing briefing for the Builder Class.Help fuel independent AI governance research, new episodes, and the Failure Files™ series.🔗 https://theaigovernancebriefing.com/supportEvery contribution sustains the signal.──────────────────────────────────────ABOUT THE HOST──────────────────────────────────────Dr. Tuboise Floyd is the Founder and Chief Sensemaking Officer of Human Signal — an independent AI governance research and media platform based in Washington, DC. He is the Editor in Chief of The AI Governance Record, Host of The AI Governance Briefing, and a TAIMScore™ Certified Assessor (HISPI, March 2026).A PhD social scientist (Auburn University, Adult Education / Systems Theory), Dr. Floyd reverse-engineers institutional AI failures and builds governance frameworks that operators can actually use. His canonical thesis: most institutions will not fail because of a bad AI model. They will fail because of a broken governance structure around it.Independence is not a feature. It is the product.──────────────────────────────────────PRODUCTION NOTES──────────────────────────────────────Host & Producer: Dr. Tuboise FloydCreative Director: Jeremy JarvisA Human Signal ProductionRecorded with true analog warmth. No artificial polish, no algorithmic smoothing. Just pure signal and real presence for leaders who value authentic sound.──────────────────────────────────────CONNECT──────────────────────────────────────Website: humansignal.ioPodcast: theaigovernancebriefing.comLinkedIn: linkedin.com/in/drtuboisefloydEmail: [email protected] inquiries: [email protected]──────────────────────────────────────TRANSCRIPT──────────────────────────────────────Full transcript available at:https://theaigovernancebriefing.com/blog──────────────────────────────────────LEGAL──────────────────────────────────────© 2026 Dr. Tuboise Floyd. All rights reserved. Content is part of the Presence Signaling Architecture® (PSA), GASP™, and L.E.A.C. Protocol™. Human Signal is an independent research and media platform. Nothing in this episode constitutes legal, regulatory, compliance, or professional advice. Guest opinions are those of the guest alone.──────────────────────────────────────TAGS──────────────────────────────────────AI governance, risk management, AI innovation, Project Cerebellum, CIO leadership, AI accountability, AI policy, enterprise AI, government AI, technology leadership, AI oversight, AI control layer, AI ethics, TAIMScore, GASP framework, Trust Gap, Failure Files, HISPI, Col. Kathy Swacina, Taiye Lambo, Dr. Tuboise Floyd, Human Signal, The AI Governance BriefingThis podcast uses the following third-party services for analysis: OP3 - https://op3.dev/privacy