The AI Fundamentalists
A podcast about the fundamentals of safe and resilient modeling systems behind the AI that impacts our lives and our businesses.
Podcasting since 2023 • 46 episodes
The AI Fundamentalists
Latest Episodes
AI and the lost art of reading
As information sources have become abundant and attention spans have shortened in the age of AI, we take on the lost art of reading. Join us to explore why reading rates are falling, how that shift affects judgment and opportunity, and how inte...
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Season 1
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Episode 46
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46:08
Metaphysics and modern AI: What is causality?
In this episode of our series about Metaphysics and modern AI, we break causality down to first principles and explain how to tell factual mechanisms from convincing correlations. From gold-standard Randomized Control Trials (RCT) to natural ex...
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Season 1
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Episode 41
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36:29
Why validity beats scale when building multi‑step AI systems
In this episode, Dr. Sebastian (Seb) Benthall joins us to discuss research from his and Andrew's paper entitled “Validity Is What You Need” for agentic AI that actually works in the real world.&nbs...
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Season 1
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Episode 40
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40:16
2025 AI review: Why LLMs stalled and the outlook for 2026
Here it is! We review the year where scaling large AI models hit its ceiling, Google reclaimed momentum with efficient vertical integration, and the market shifted from hype to viability. Join us as we talk about why human-in-the-lo...
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Season 1
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Episode 40
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42:06
Big data, small data, and AI oversight with David Sandberg
In this episode, we look at the actuarial principles that make models safer: parallel modeling, small data with provenance, and real-time human supervision. To help us, long-time insurtech and startup advisor David Sandberg, FSA, MAAA, CERA, jo...
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Season 1
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Episode 39
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49:48
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