Best Algorithm Integrity Podcasts (2025)

1
Why Philanthropy Is the Most Powerful Lever for Systemic Change 1:04:23

7d ago1:04:23

1:04:23

What if the future of civilization rests in the hands of those who know how — and where — to give?In this visionary episode of IAM Insider, Josh Leonard joins Robb Smith to unveil his new developmental map of philanthropy, created using the Context AI platform (now available to all core members of Integal Life). Together they explore how philanthro…

1
How Can DEI Survive? (And Should It?) 1:11:41

13d ago1:11:41

1:11:41

In this wide-ranging, courageous, and deeply developmental exploration, Keith Martin-Smith tackles one of the most polarizing topics in contemporary culture: Diversity, Equity, and Inclusion. Tracing the historical evolution of DEI from its civil rights roots to its present-day institutional complexity, Keith examines how good intentions have often…

1
Terminal Crisis: The Economic World War Has Begun 1:29:31

21d ago1:29:31

1:29:31

The global system is breaking — and it’s not the first time.In this gripping new episode of Big Picture Mind, Robb Smith unpacks what he calls a "Terminal Crisis"—a rare moment in history when the prevailing financial hegemon (today, the United States) loses its grip on a system that is demanding reconfiguration. It’s the fourth such rupture in 700…

1
Why Authenticity Beats Algorithms: The New Rules of Digital Marketing - ML 185 55:37

26d ago55:37

55:37

In this episode, we dive deep into the evolving landscape of digital marketing and brand storytelling. We explore how the intersection of authenticity, community, and technology is reshaping how brands connect with people—and why it's no longer just about the product, but about the experience. We talk about how we've shifted our focus from performa…

1
Polarization and the Algorithmic Undertow 1:34:21

27d ago1:34:21

1:34:21

Bruce Alderman joins Josh Leonard to explore one of the most insidious forces driving today’s cultural fragmentation: the "algorithmic undertow". Drawing from his recent white paper, Bruce introduces this powerful metaphor to describe the slow, invisible pull of digital systems — algorithms, platforms, attention economies — that subtly yet profound…

1
The Shadow of Trump 1:28:47

28d ago1:28:47

1:28:47

In this powerful and often provocative dialogue, psychotherapist and developmental theorist Kim Barta joins Keith Martin-Smith for a deep dive into the psychological and developmental dynamics surrounding one of the most polarizing figures of our time: Donald Trump.Drawing from decades of clinical experience and the STAGES developmental model, Kim …

1
A Grand Strategy for the Transformation Age 1:36:42

1M ago1:36:42

1:36:42

In this powerful second installment of Big Picture Mind, Robb Smith presents a sweeping yet grounded vision for the future of the integrative worldview — one that meets the historic demands of our moment and invites each of us into a shared project of planetary coherence.We are living amidst a multi-system breakdown: geopolitical instability, techn…

1
Integral Edge: Men, Meaning, and the Rise of the New Right 1:16:52

2M ago1:16:52

1:16:52

From cultural confusion to political shifts, men today are caught in the crossfire of conflicting expectations. Are they supposed to be strong and assertive or soft and sensitive? Should they embrace traditional masculinity or rewrite the script entirely? And why are so many turning to right wing politics for answers?In this provocative first episo…

1
Article 23. Algorithmic System Integrity: Testing 5:47

2M ago5:47

5:47

Spoken by a human version of this article. TL;DR (TL;DL?) Testing is a core basic step for algorithmic integrity. Testing involves various stages, from developer self-checks to UAT. Where these happen will depend on whether the system is built in-house or bought. Testing needs to cover several integrity aspects, including accuracy, fairness, securi…

1
Article 22. Algorithm Integrity: Third party assurance 7:26

2M ago7:26

7:26

Spoken by a human version of this article. One question that comes up often is “How do we obtain assurance about third party products or services?” Depending on the nature of the relationship, and what you need assurance for, this can vary widely. This article attempts to lay out the options, considerations, and key steps to take. TL;DR (TL;DL?) Th…

1
Integrating Business Needs and Technical Skills in Effective Model Serving Deployments - ML 184 51:26

3M ago51:26

51:26

Welcome back to another episode of Adventures in Machine Learning, where hosts Michael Berk and Ben Wilson delve into the intricate process of implementing model serving solutions. In this episode, they explore a detailed case study focused on enhancing search functionality with a particular emphasis on a hot dog recipe search engine. The discussio…

1
IAM Spotlight: The Cultural Complexity Index 1:50:36

3M ago1:50:36

1:50:36

How do we measure the depth of human meaning-making across history, traditions, and intellectual paradigms? In this fascinating presentation, Brendan Graham Dempsey introduces his Cultural Complexity Index (CCI) initiative, a pioneering research project that empirically maps how humans structure knowledge, solve problems, and make sense of their wo…

1
Guest 3. Shea Brown, Founder and CEO of BABL AI 41:23

3M ago41:23

41:23

Navigating AI Audits with Dr. Shea Brown Dr. Shea Brown is Founder and CEO of BABL AI BABL specializes in auditing and certifying AI systems, consulting on responsible AI practices, and offering online education. Shea shares his journey from astrophysics to AI auditing, the core services provided by BABL AI including compliance audits, technical te…

1
Article 21. AI Risk Training: Role-based tailoring 6:26

3M ago6:26

6:26

Spoken by a human version of this article. AI literacy is growing in importance (e.g., EU AI Act, IAIS). AI literacy needs vary across roles. Even "AI professionals" need AI Risk training. Links EU AI Act: The European Union Artificial Intelligence Act - specific expectation about “AI literacy”. IAIS: The International Association of Insurance Supe…

1
The Truth About Modern Motherhood 53:51

3M ago53:51

53:51

Are you a parent navigating the overwhelming world of modern motherhood and parenting myths? In this episode of This Anthro Life, host Adam Gamwell speaks with Nancy Reddy, author of The Good Mother Myth, to explore the cultural narratives shaping our ideas about motherhood, parenting, and family life. Nancy dives into the history and science behin…

1
The Big Picture Mind: What Every Elite is Missing 1:50:45

3M ago1:50:45

1:50:45

Welcome to the Transformation AgeWe are living in one of the most extraordinary moments in human history. The world is shifting beneath our feet — politically, economically, technologically, ecologically, and spiritually. This new era is characterized by rapid, self-reinforcing transformations across all aspects of life. Unlike previous historical …

1
Navigating Common Pitfalls in Data Science: Lessons from Pierpaolo Hipolito - ML 183 55:08

3M ago55:08

55:08

Welcome to another insightful episode of Top End Devs, where we delve into the fascinating world of machine learning and data science. In this episode, host Charles Max Wood is joined by special guest Pierpaolo Hipolito, a data scientist at the SAS Institute in the UK. Together, they explore the intriguing paradoxes of data science, discussing how …

1
Guest 2. Patrick Sullivan: VP of Strategy and Innovation at A-LIGN 32:03

3M ago32:03

32:03

Navigating AI Governance and Compliance Patrick Sullivan is Vice President of Strategy and Innovation at A-LIGN and an expert in cybersecurity and AI compliance with over 25 years of experience. Patrick shares his career journey, discusses his passion for educating executives and directors on effective governance, and explains the critical role of …

1
Guest 1. Ryan Carrier: Executive Director of ForHumanity 44:49

3M ago44:49

44:49

Mitigating AI Risks Ryan Carrier is founder and executive director of ForHumanity, a non-profit focused on mitigating the risks associated with AI, autonomous, and algorithmic systems. With 25 years of experience in financial services, Ryan discusses ForHumanity's mission to analyze and mitigate the downside risks of AI to benefit society. The conv…

1
Article 20. Algorithm Reviews: Public vs Private Reports 8:26

3M ago8:26

8:26

Spoken (by a human) version of this article. Public AI audit reports aren't universally required; they mainly apply to high-risk applications and/or specific jurisdictions. The push for transparency primarily concerns independent audits, not internal reviews. Prepare by implementing ethical AI practices and conducting regular reviews. Note: High-ri…

1
Article 19. Algorithmic System Reviews: Substantive vs. Controls Testing 6:26

4M ago6:26

6:26

Spoken by a human version of this article. Knowing the basics of substantive testing vs. controls testing can help you determine if the review will meet your needs. Substantive testing directly identifies errors or unfairness, while controls testing evaluates governance effectiveness. The results/conclusions are different. Understanding these diffe…

1
Cows, Camels, and the Human Brain - ML 182 42:06

4M ago42:06

42:06

What do cows and camels have to do with the human brain? The latest developments in machine learning, of course! In this episode, Michael and Ben dive into a new white paper from Facebook AI researchers that reveals a LOT about the future of modeling. They discuss “cows and camels”, the question of predictive vs causal modeling, and how algorithms …

1
A View From Somewhere: Embracing Embodied Perspectives to Navigate Complexity 14:26

4M ago14:26

14:26

Watch the full 2-hour episode here:https://integrallife.com/a-view-from-somewhere-an-introduction-to-metatheory/Mark and Bruce invite us to move beyond the illusion of an all-encompassing, detached perspective to embrace the richness of our situated, embodied viewpoints. By exploring humanity's innate capacity for storytelling — whether through anc…

1
A/B Testing with ML ft. Michael Berk - ML 181 45:41

4M ago45:41

45:41

Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features within applications and how to know when you have a viable test option for your setup. Links How to Find Weaknesses in your Machine Learning Models LinkedIn: Michael Berk Michael Berk - Medium Picks Ben- David Thorne Books Charles- Sh…

1
Navigating Build vs. Buy Decisions in Emerging AI Technologies - ML 180 31:58

4M ago31:58

31:58

In today's episode, we dive into the critical decision-making process of building versus buying technology solutions, especially when it comes to agentic logic-based frameworks. With the industry still in its early stages, I recommend waiting for managed solutions to mature, while Ben suggests the educational value of simple project builds. They di…

1
Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy - ML 179 54:55

4M ago54:55

54:55

Peter Elger and Eóin Shanaghy join Charles Max Wood to dive into what Artificial Intelligence and Machine Learning related services are available for people to use. Peter and Eóin are experts in AWS and explain what is provided in its services, but easily extrapolate to other clouds. If you're trying to implement Artificial Intelligence algorithms,…

1
Article 18. Algorithm Integrity: Training and Awareness 4:07

5M ago4:07

4:07

Spoken by a human version of this article. Ongoing education helps everyone understand their role in responsibly developing and using algorithmic systems. Regulators and standard-setting bodies emphasise the need for AI literacy across all organisational levels. Links ForHumanity - join the growing community here. ForHumanity - free courses here. I…

1
Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178 1:12:04

5M ago1:12:04

1:12:04

In this episode, Ben and Michael explore burnout, particularly in machine learning and data science. They highlight that burnout stems from exhaustion, cynicism, and inefficiency and can be caused by repetitive tasks, overwhelming workloads, or being in the wrong role. They also tackle strategies to combat burnout, including collaborating with othe…

1
The Nature of the World and AI with Rishal Hurbans - ML 177 40:36

5M ago40:36

40:36

Rishal Hurbans is the author of Grokking Artificial Intelligence Algorithms. He walks us through how to learn different Machine Learning algorithms. He also then walks us through the different types of algorithms based on different natural systems and processes. Links Kaggle: Your Machine Learning and Data Science Community Rishal Hurbans Inktober …

1
How the Drama Triangle Keeps You Stuck (and How to Break Free) 10:26

5M ago10:26

10:26

Watch the full episode here:https://integrallife.com/breaking-the-cycle-drama-problem-solving-and-relational-mastery/In this episode, Corey deVos and Dr. Keith Witt explore one of the most common yet misunderstood aspects of human interaction: the tension between drama and problem-solving. They dive deeply into the "Drama Triangle," a psychological…

1
Article 17. Algorithm Integrity: Audit vs Review 9:10

5M ago9:10

9:10

Spoken by a human version of this article. The terminology – “audit” vs “review” - is important, but clarity about deliverables is more important when commissioning algorithm integrity assessments. Audits are formal, with an opinion or conclusion that can often be shared externally. Reviews come in various forms and typically produce recommendation…

1
Stop Chasing Success—Find Fulfillment Instead 58:56

5M ago58:56

58:56

Have you ever felt successful on the outside but empty on the inside? In this episode of This Anthro Life, host Adam Gamwell speaks with Dr. Nethra Samarawickrema about the struggles of modern work-life, the tension between authenticity and belonging, and why many of us feel disconnected from our careers. Dr. Nethra shares actionable insights on ho…

1
Crafting Data Solutions: Shrinking Pie and Leveraging Insights for Optimal Data Learning - ML 176 55:43

5M ago55:43

55:43

In today’s episode, Michael and Ben are joined by industry expert Barzan Mozafari, the CEO and co-founder at Keebo. He delves deep into the evolving landscape of data learning and cloud optimization. They explore how understanding data distribution can lead to early detection of anomalies and how optimizing data workflows can result in significant …

1
Urban Visionary: We Need to Redesign Our Cities 55:41

5M ago55:41

55:41

How do our physical spaces shape the way we live, connect, and thrive? In this episode of This Anthro Life, we delve into how design and the built environment impact today’s biggest challenges—climate change and social division. Featuring Vishaan Chakrabarti, architect and author of The Architecture of Urbanity, we explore how rethinking our spaces…

1
Article 16. Algorithmic System Accuracy Reviews – Choosing the Right Approach 8:07

5M ago8:07

8:07

Spoken (by a human) version of this article. Outcome-focused accuracy reviews directly verify results, offering more robust assurance than process-focused methods. This approach can catch translation errors, unintended consequences, and edge cases that process reviews might miss. While more time-consuming and complex, outcome-focused reviews provid…

1
4th Generation Farmer: 45,000 Farms Vanish Every Year, But We Can Change That 1:15:59

5M ago1:15:59

1:15:59

How are America’s family farms disappearing at such a rapid rate, and what does this mean for the future of our food, families, and rural identity? In this episode of This Anthro Life, Adam Gamwell sits down with Brian Reisinger, author, journalist, and fourth-generation Wisconsin farmer, to explore the hidden struggles of rural America. Together, …

1
Challenges and Solutions in Managing Code Security for ML Developers - ML 175 51:46

5M ago51:46

51:46

Today, join Michael and Ben as they delve into crucial topics surrounding code security and the safe execution of machine learning models. This episode focuses on preventing accidental key leaks in notebooks, creating secure environments for code execution, and the pros and cons of various isolation methods like VMs, containers, and micro VMs. They…

1
Article 15. Algorithm Integrity Documentation - Getting Started 5:19

5M ago5:19

5:19

Spoken (by a human) version of this article. Documentation makes it easier to consistently maintain algorithm integrity. This is well known. But there are lots of types of documents to prepare, and often the first hurdle is just thinking about where to start. So this simple guide is meant to help do exactly that – get going. About this podcast A po…

1
Transform Your Life by Asking Better Questions 1:01:10

5M ago1:01:10

1:01:10

Have you ever thought about the power of questions in shaping your relationships? In this episode of This Anthro Life, we explore how Emmy-winning filmmaker Topaz Adizes uses questions to create connection, trust, and clarity in relationships. From reframing daily thoughts to navigating life’s challenges, learn how asking better questions can trans…

Podcasts Worth a Listen

Algorithm Integrity Podcasts

Podcasts Worth a Listen

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