Lunchtime BABLing with Dr. Shea Brown

In this episode of Lunchtime BABLing, BABL AI CEO Dr. Shea Brown dives deep into one of the most pressing questions in AI governance today: how do we ensure the safety of Large Language Models (LLMs)? With new regulations like the EU AI Act, Colorado’s AI law, and emerging state-level requirements in places like California and New York, organizations developing or deploying LLM-powered systems face increasing pressure to evaluate risk, ensure compliance, and document everything. 🎯 What you'll learn: Why evaluations are essential for mitigating risk and supporting compliance How to adopt a socio-technical mindset and think in terms of parameter spaces What auditors (like BABL AI) look for when assessing LLM-powered systems A practical, first-principles approach to building and documenting LLM test suites How to connect risk assessments to specific LLM behaviors and evaluations The importance of contextualizing evaluations to your use case—not just relying on generic benchmarks Shea also introduces BABL AI’s CIDA framework (Context, Input, Decision, Action) and shows how it forms the foundation for meaningful risk analysis and test coverage. Whether you're an AI developer, auditor, policymaker, or just trying to keep up with fast-moving AI regulations, this episode is packed with insights you can use right now. 📌 Don’t wait for a perfect standard to tell you what to do—learn how to build a solid, use-case-driven evaluation strategy today.

What does it really mean for AI to be explainable? Can we trust AI systems to tell us why they do what they do—and should the average person even care? In this episode of Lunchtime BABLing, BABL AI CEO Dr. Shea Brown is joined by regular guests Jeffery Recker and Bryan Ilg to unpack the messy world of AI explainability—and why it matters more than you might think. From recommender systems to large language models, we explore: 🔍 The difference between explainability and interpretability -Why even humans struggle to explain their decisions -What should be considered a “good enough” explanation -The importance of stakeholder context in defining "useful" explanations -Why AI literacy and trust go hand-in-hand -How concepts from cybersecurity, like zero trust, could inform responsible AI oversight Plus, hear about the latest report from the Center for Security and Emerging Technology calling for stronger explainability standards, and what it means for AI developers, regulators, and everyday users. Mentioned in this episode: 🔗 Link to BABL AI's Article: https://babl.ai/report-finds-gaps-in-ai-explainability-testing-calls-for-stronger-evaluation-standards/ 🔗 Link to "Putting Explainable AI to the Test" paper: https://cset.georgetown.edu/publication/putting-explainable-ai-to-the-test-a-critical-look-at-ai-evaluation-approaches/?utm_source=ai-week-in-review.beehiiv.com&utm_medium=referral&utm_campaign=ai-week-in-review-3-8-25 🔗 Link to BABL AI's "The Algorithm Audit" paper: https://babl.ai/algorithm-auditing-framework/

In this thought-provoking episode of Lunchtime BABLing, BABL AI CEO Dr. Shea Brown sits down with Jeffery Recker and Bryan Ilg to unpack one of the most pressing topics of our time: AI’s impact on democracy. From algorithm-driven echo chambers and misinformation to the role of social media in shaping political discourse, the trio explores how AI is quietly—and sometimes loudly—reshaping our democratic systems. - What happens when personalized content becomes political propaganda? - Is YouTube the new social media without us realizing it? - Can regulations keep up with AI’s accelerating influence? - And are we already too far gone—or is there still time to rethink, regulate, and reclaim our democratic integrity? This episode dives into: - The unintended consequences of algorithmic curation - The collapse of objective reality in the digital age - AI-driven misinformation in elections - The tension between regulation and free speech - Global responses—from Finland’s education system to the EU AI Act - What society can (and should) do to fight back Whether you’re in tech, policy, or just trying to make sense of the chaos online, this is a conversation you won’t want to miss. 🔗 Jeffery’s free course, Intro to the EU AI Act, is available now! Get your Credly badge and learn how to start your compliance journey → https://babl.ai/introduction-to-the-eu-ai-act/

In this episode of Lunchtime BABLing, BABL AI CEO Dr. Shea Brown is joined by Jeffery Recker and Bryan Ilg to discuss the growing importance of AI literacy—what it means, why it matters, and how individuals and businesses can stay ahead in an AI-driven world. Topics covered: The evolution of AI education and BABL AI’s new subscription model for training & certifications. Why AI auditing skills are becoming essential for professionals across industries. How AI governance roles will shape the future of business leadership. The impact of AI on workforce transition and how individuals can future-proof their careers. The EU AI Act’s new AI literacy requirements—what they mean for organizations. Want to level up your AI knowledge? Check out BABL AI’s courses & certifications! 🚀 Subscribe to our courses: https://courses.babl.ai/p/the-algorithmic-bias-lab-membership 👉 Lunchtime BABLing listeners can save 20% on all BABL AI online courses using coupon code "BABLING20".

In this episode of Lunchtime BABLing, BABL AI CEO Dr. Shea Brown joins us live from RightsCon 2025 in Taipei to break down the latest conversations at the intersection of AI, human rights, and global policy. He’s joined by BABL AI COO Jeffery Recker and CSO Bryan Ilg, as they dive into the big takeaways from the conference and what it means for the future of AI governance. What’s in this episode? ✅ RightsCon Recap – How AI has taken over the human rights agenda ✅ AI Auditing & Accountability – Why organizations need to prove AI compliance ✅ Investors Are Paying Attention – Why AI risk management is becoming a priority ✅ The Role of Education – Why AI literacy is the key to ethical and responsible AI ✅ The International Association of Algorithmic Auditors – A new professional field is emerging 🚀 If you're passionate about AI, governance, and accountability, this episode is packed with insights you don’t want to miss.