
Episode #207
Episode 207: AI Risk Management — A Trust Relationship
In episode 207 of Cybersecurity Where You Are, Sean Atkinson makes the case for treating artificial intelligence (AI) not as software but as an ongoing trust relationship. He highlights the value of integrating best practices from regulations like the EU AI Act, walks through the three stages of an AI governance lifecycle, and explains how AI risk management fits into organizational governance, change management, and other business processes. Here are some highlights from our episode: 01:16 . The trust component of AI governance 02:02 . A need to align to regulatory best practices and bring them into AI risk management 03:47 . Advice: Contextualize, don't generalize, your risks associated with AI use 04:40 . Common questions that lead to AI governance as a requirement 06:59 . Grounding an agile AI governance process on foundational principles 07:46 . How the "fortress" approach overlooks the relationship element of AI security 09:51 . A direct invitation: Listener feedback on AI governance thinking 11:44 . Evaluating trust and relationship in machine learning and generative AI 14:04 . The role of human oversight in realizing AI as a method that gets to a solution quicker 14:53 . AI governance boards: A potential solution to elevating AI literacy internally 16:00 . AI governance lifecycle: Three phases from current business processes to value generation 18:55 . Overview of the future of AI security 23:16 . The need for foundational security controls and AI-specific controls 25:00 . AI governance assessment: Why it needs to happen across the organization 26:28 . How AI governance ties into organizational governance 29:49 . Ethics and responsible AI practice 29:57 . Change management considerations with AI deployment 30:35 . A concluding call to action to get stronger together Resources CIS Critical Security Controls® Episode 198: AI Privacy from a Risk-Based Perspective Episode 122: DeepSeek AI Security and Utility Considerations Episode 120: How Contextual Awareness Drives AI Governance AI Playbooks for SLTT Cybersecurity Leaders CIS Controls v8.1.2 AI Security Guidance Workbook Guide to Implementation Groups (IG): CIS Critical Security Controls v8.1 Mapping and Compliance with the CIS Controls If you have some feedback or an idea for an upcoming episode of Cybersecurity Where You Are, let us know by emailing podcast@cisecurity.org .






