Rephonic
Artwork for The AI Fundamentalists
Artificial Intelligence
Machine Learning
Bias
Non-Parametric Statistics
Data Lineage
Data Science
Information Theory
Differential Privacy
Protected Classes
Insurance Pricing
Actuarial Sciences
Consciousness
Complex Systems
Openai
Gary Marcus
Anomaly Detection
AI and Data Science
Astrophysics
GDPR
Generative AI

A podcast about the fundamentals of safe and resilient modeling systems behind the AI that impacts our lives and our businesses.

PublishesTwice monthlyEpisodes46Founded3 years ago
Number of ListenersCategories
BusinessTechnology

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Artwork for The AI Fundamentalists

Latest Episodes

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 interdisci... more

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 experime... more

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. 

Our discussion connects systems engineering, mechanism... more

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-loop is failing, w... more

Key Facts

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Recent Guests

Alisa Rusanoff
CEO of Eltech AI
Eltech AI
Episode: AI and the lost art of reading
Timo Freisleben
New guest on the podcast in 2025
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
Dr. Michael Zarguem
New guest on the podcast in 2025
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
Aditya Ganesan
New guest on the podcast in 2025
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
Nick Bratwade
New guest on the podcast in 2025
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
David Theriot
New guest on the podcast in 2025
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
Dave Sandberg
New guest on the podcast in 2025
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
Rachel Asako
Returning guest
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026
Sebastian Benthal
Returning guest
Episode: 2025 AI review: Why LLMs stalled and the outlook for 2026

Hosts

Andrew Clark
Host (and co-host) focused on foundational questions in AI, governance, and systems thinking.
Sid Mongolik
Co-host known for engaging discussions on AI fundamentals, governance, and agentic systems.

Reviews

5.0 out of 5 stars from 23 ratings
  • Great podcast for AI and ML

    I work in tech but not AI or ML specifically and have found this podcast to be very informative yet accessible to someone outside the AI/ML space. The hosts are clearly knowledgeable about this technology and are pioneers in the space of ethics and risk management as applied to AI. Topics covered include specifics and foundations of the technology, potential risks, governance, compliance, regulation and news. Get the juices of innovation flowing by following this podcast.

    Apple Podcasts
    5
    orchestra groupee
    United States3 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Many appreciate the blend of philosophy and practical risk management.
Guests are typically highly knowledgeable, bringing depth to discussions.
The show is seen as a thoughtful, responsible source on AI policy and engineering.
Listeners praise accessible yet rigorous coverage of AI safety and governance.
The format is useful for pitching guests who are comfortable with both theory and applied topics.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#130
Finland/Technology

Talking Points

Recent interactions between the hosts and their guests.

Big data, small data, and AI oversight with David Sandberg
Q: What is the core value AI brings to risk management beyond faster task execution?
AI adds value by accelerating human capital development, enabling faster, more accurate decisions, and by highlighting where human discernment is essential to interpret and validate model outputs.
AI in practice: Guardrails and security for LLMs
Q: Can you tell me a little more about like, what are the problems that we're hoping to solve with these guardrails?
Nicholas explains that the main issues include protecting against leakage of sensitive information like PII, passwords, and proprietary company information.
AI in practice: Guardrails and security for LLMs
Q: Tell us a little bit about at a high level, the kind of work you do and what kind of problems you're solving in the field.
Nicholas describes his focus on guardrails, AI security, and safety within the governance and risk team, detailing his work on security protocols for AI systems.
Linear programming: Building smarter AI agents from the fundamentals, part 3
Q: How do recommendation engines fit into this model?
They are different from optimization problems as they can provide answers in an unsupervised manner without guaranteeing outcomes.
Linear programming: Building smarter AI agents from the fundamentals, part 3
Q: What have we got for today?
We are on to discussing linear solvers in AI agent configuration.

Audience Metrics

Listeners, social reach, demographics and more for this podcast.

Listeners per Episode
Gender Skew
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Frequently Asked Questions About The AI Fundamentalists

What is The AI Fundamentalists about and what kind of topics does it cover?

This show frequently explores the fundamentals, safety, and governance of AI systems, with a strong emphasis on modeling robustness, responsible design, and risk management. Episodes often feature researchers, engineers, and philosophers discussing how AI systems can be understood, governed, and responsibly deployed in real-world contexts such as healthcare, finance, and science. A standout is the consistent focus on guardrails, accountability, and the societal implications of AI agents, paired with deep dives into theory and practical engineering challenges. The format tends to blend philosophical inquiry with applied, tech-focused analysis, making it useful for listeners who want both conceptual grounding and concrete considerations for r... more

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Which podcasts are similar to The AI Fundamentalists?

These podcasts share a similar audience with The AI Fundamentalists:

1. Practical AI

How many episodes of The AI Fundamentalists are there?

The AI Fundamentalists launched 3 years ago and published 46 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on The AI Fundamentalists?

Recent guests on The AI Fundamentalists include:

1. Alisa Rusanoff
2. Timo Freisleben
3. Dr. Michael Zarguem
4. Aditya Ganesan
5. Nick Bratwade
6. David Theriot
7. Dave Sandberg
8. Rachel Asako

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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