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explainable AI

A guide to the best B2B podcast coverage of explainable AI - the shows and 12 episodes that go deepest, ranked by substance, not downloads.

Explainable AI addresses a critical gap between deploying AI systems and understanding why they make the decisions they do - from healthcare billing errors to commercial analytics to hiring decisions. Episodes featuring Beth Rudden of Bast AI and discussions on building trusted self-serve analytics explore how organizations can implement AI that teams actually trust and leaders can defend, while broader conversations on human augmentation and representation in AI highlight why explainability matters for both business outcomes and responsible deployment.

Best shows on explainable AI

Best episodes on explainable AI

  1. How Beforepay is Disrupting Lending with Jamie Twiss, CEO of Before Pay Group

    Fintechfun with Chris Titley · 2025-01-21

    86 / 100

    …So that's a very big emphasis of focus for us, which is that using explainable AI where you can stand in front of a decision and say, here's why we did that.…

  2. From Tools to Teammates: (Dis)Trust in AI for Cybersecurity with Neele Roch

    Human-Centered Security · 2025-01-02

    85 / 100

    …So for example, methods of explainable AI, making the decisions of AI, um, understandable for the human, making kind of the backend, how is data stored for privacy reasons, understandable for the human, and that can really influence their risk and benefit…

  3. AI Pricing & Demand Forecasting Today: Insights from a Decade in Applied AI with Jayadeep Shitole

    Pricing Heroes · 2025-07-24

    81 / 100

    …And using explainable AI techniques, you can also highlight which factors actually influenced your pricing decisions that can reduce a black box effect.…

  4. AI, AP and What Great AP Teams Do Differently in 2026

    The Payments Podcast · 2026-03-24

    74 / 100

    …Based on your new market snapshot, how should organizations be thinking about AI when they assess solution providers? How should they be pressing vendors on the notion of explainable AI as opposed to so called black box solutions?…

  5. The $19,000 Bill That Exposed Healthcare's Biggest Problem

    Boombostic Health · 2026-06-30

    73 / 100

    …We took a very explainable AI approach to it.…

  6. Building Explainable AI with Beth Rudden - CEO at Bast AI

    Trending In Ed with Mike Palmer · 2026-06-23

    73 / 100

    …Just like you add chocolate to coffee to make a mocha, we add explainability to AI to make explainable AI.…

  7. The Mistake Leaders Make When Hiring Their Team w/ B. Scott Swann | Episode 200

    The Software Leaders Uncensored Podcast · 2026-06-23

    66 / 100

    …So, you know, explainable AI and, and uh, and deep learning aren't necessarily synonymous with being able to, to be able to, you know, support a real good narrative exactly of how the algorithms are working.…

  8. The Revenue Reality Check: Why Great Products Fail with Declan Sheehy

    Tech People · 2026-05-13

    61 / 100

    …Explainable AI is quite key but if you don't then that's where.…

  9. A Conversation about Thinking Beyond Replacement: The AI Leadership Imperative of Human Augmentation

    Nexus Institute for Work and AI: Research Deep Dive · 2026-06-22

    58 / 100

    …It requires explainable AI.…

  10. Stephanie Covert: Representation in AI Starts at the Top

    SheSaas Unplugged · 2025-12-11

    57 / 100

    …What really stands out is her work in transforming companies, especially in the analytic platform space where she led teams focused on responsible AI, fairness in analytics and explainable AI long before it was the mainstream conversation it is today.…

  11. Evo Cyber Security #62 - Is AI A Threat To Cyber Jobs

    The Evolution Exchange Cyber Security Podcast · 2024-05-16

    53 / 100

    …And I think um, to alleviate some of that anxiety, I think there are certainly more things that can be done with um, what's known as explainable AI and trustworthy AI where we can really try to kind of delve into why a machine has made a particular decision or output.…

  12. Building Trusted Self-Serve Analytics for Better Commercial Decisions with Ashutosh Katiyar

    CDO Magazine Podcast Series · 2026-06-29

    51 / 100