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Machine Learning Street Talk (MLST)
Podcast

Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

261 episodes · Technology

Welcome! We engage in fascinating discussions with pre-eminent figures in the AI field. Our flagship show covers current affairs in AI, cognitive science, neuroscience and philosophy of mind with in-depth analysis. Our approach is unrivalled in terms of scope and rigour – we believe in intellectual diversity in AI, and we touch on all of the main ideas in the field with the hype surgically removed. MLST is run by Tim Scarfe, Ph.D (https://www.linkedin.com/in/ecsquizor/) and features regular appearances from MIT Doctor of Philosophy Keith Duggar (https://www.linkedin.com/in/dr-keith-duggar/).

Episodes

Designing How AI Grows — Tom McGrath
Designing How AI Grows — Tom McGrath
Sep 2, 2026 · 1h 40m
Stealing Reasoning Traces from Proprietary LLM APIs — Ilia Shumailov & Alexander Panfilov
Stealing Reasoning Traces from Proprietary LLM APIs — Ilia Shumailov & Alexander Panfilov
Aug 22, 2026 · 49 min
Every Exponential Ends — Silicon Valley Forgot — Adam Becker
Every Exponential Ends — Silicon Valley Forgot — Adam Becker
Aug 20, 2026 · 1h 18m
AI Is Learning at the Wrong Level of Abstraction — Matthieu Wyart
AI Is Learning at the Wrong Level of Abstraction — Matthieu Wyart
Aug 10, 2026 · 1h 18m
How Researchers Test AI for Hidden Goals — Apollo Research
How Researchers Test AI for Hidden Goals — Apollo Research
Jul 31, 2026 · 1h 18m
Why a Nation Can't Outsource Its Frontier AI - Alistair Pullen (Cosine AI)
Why a Nation Can't Outsource Its Frontier AI - Alistair Pullen (Cosine AI)
Jul 13, 2026 · 55 min
The Benchmark With No Instructions — ARC-AGI-3 (winning team!)
The Benchmark With No Instructions — ARC-AGI-3 (winning team!)
Jul 1, 2026 · 1h 24m
The Thermodynamic AI Computing Chip - Thomas Ahle
The Thermodynamic AI Computing Chip - Thomas Ahle
Jun 28, 2026 · 1h 2m
He won a Nobel here for AlphaFold. Then he left. - John Jumper
He won a Nobel here for AlphaFold. Then he left. - John Jumper
Jun 22, 2026 · 53 min
When AI Decides You're a Threat — Brad Carson
When AI Decides You're a Threat — Brad Carson
May 31, 2026 · 1h 20m
Intelligence is collective, not artificial — Prof. Michael I. Jordan (UC Berkeley / Inria)
Intelligence is collective, not artificial — Prof. Michael I. Jordan (UC Berkeley / Inria)
May 21, 2026 · 1h 17m
The AI Models Smart Enough to Know They're Cheating — Beth Barnes & David Rein [METR]
The AI Models Smart Enough to Know They're Cheating — Beth Barnes & David Rein [METR]
May 4, 2026 · 1h 53m
When AI Discovers The Next Transformer - Robert Lange (Sakana)
When AI Discovers The Next Transformer - Robert Lange (Sakana)
Mar 13, 2026 · 1h 18m
"Vibe Coding is a Slot Machine" - Jeremy Howard
"Vibe Coding is a Slot Machine" - Jeremy Howard
Mar 3, 2026 · 1h 26m
Evolution "Doesn't Need" Mutation - Blaise Agüera y Arcas
Evolution "Doesn't Need" Mutation - Blaise Agüera y Arcas
Feb 16, 2026 · 55 min
VAEs Are Energy-Based Models? [Dr. Jeff Beck]
VAEs Are Energy-Based Models? [Dr. Jeff Beck]
Jan 25, 2026 · 46 min
Abstraction & Idealization: AI's Plato Problem [Mazviita Chirimuuta]
Abstraction & Idealization: AI's Plato Problem [Mazviita Chirimuuta]
Jan 23, 2026 · 53 min
Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]
Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]
Jan 23, 2026 · 42 min
Bayesian Brain, Scientific Method, and Models [Dr. Jeff Beck]
Bayesian Brain, Scientific Method, and Models [Dr. Jeff Beck]
Dec 31, 2025 · 1h 16m
Your Brain is Running a Simulation Right Now [Max Bennett]
Your Brain is Running a Simulation Right Now [Max Bennett]
Dec 30, 2025 · 3h 17m
The 3 Laws of Knowledge [César Hidalgo]
The 3 Laws of Knowledge [César Hidalgo]
Dec 27, 2025 · 1h 37m
"I Desperately Want To Live In The Matrix" - Dr. Mike Israetel
"I Desperately Want To Live In The Matrix" - Dr. Mike Israetel
Dec 24, 2025 · 2h 55m
Making deep learning perform real algorithms with Category Theory (Andrew Dudzik, Petar Velichkovich, Taco Cohen, Bruno Gavranović, Paul Lessard)
Making deep learning perform real algorithms with Category Theory (Andrew Dudzik, Petar Velichkovich, Taco Cohen, Bruno Gavranović, Paul Lessard)
Dec 22, 2025 · 43 min
Are AI Benchmarks Telling The Full Story? [SPONSORED] (Andrew Gordon and Nora Petrova - Prolific)
Are AI Benchmarks Telling The Full Story? [SPONSORED] (Andrew Gordon and Nora Petrova - Prolific)
Dec 20, 2025 · 16 min
The Mathematical Foundations of Intelligence [Professor Yi Ma]
The Mathematical Foundations of Intelligence [Professor Yi Ma]
Dec 13, 2025 · 1h 39m
Pedro Domingos: Tensor Logic Unifies AI Paradigms
Pedro Domingos: Tensor Logic Unifies AI Paradigms
Dec 8, 2025 · 1h 27m
He Co-Invented the Transformer. Now: Continuous Thought Machines - Llion Jones and Luke Darlow [Sakana AI]
He Co-Invented the Transformer. Now: Continuous Thought Machines - Llion Jones and Luke Darlow [Sakana AI]
Nov 23, 2025 · 1h 12m
Why Humans Are Still Powering AI [Sponsored]
Why Humans Are Still Powering AI [Sponsored]
Nov 3, 2025 · 24 min
The Universal Hierarchy of Life - Prof. Chris Kempes [SFI]
The Universal Hierarchy of Life - Prof. Chris Kempes [SFI]
Oct 25, 2025 · 40 min
Google Researcher Shows Life "Emerges From Code" - Blaise Agüera y Arcas
Google Researcher Shows Life "Emerges From Code" - Blaise Agüera y Arcas
Oct 21, 2025 · 59 min
The Secret Engine of AI - Prolific [Sponsored] (Sara Saab, Enzo Blindow)
The Secret Engine of AI - Prolific [Sponsored] (Sara Saab, Enzo Blindow)
Oct 18, 2025 · 1h 19m
AI Agents Can Code 10,000 Lines of Hacking Tools In Seconds - Dr. Ilia Shumailov (ex-GDM)
AI Agents Can Code 10,000 Lines of Hacking Tools In Seconds - Dr. Ilia Shumailov (ex-GDM)
Oct 4, 2025 · 1h 1m
New top score on ARC-AGI-2-pub (29.4%) - Jeremy Berman
New top score on ARC-AGI-2-pub (29.4%) - Jeremy Berman
Sep 27, 2025 · 1h 8m
Deep Learning is Not So Mysterious or Different - Prof. Andrew Gordon Wilson (NYU)
Deep Learning is Not So Mysterious or Different - Prof. Andrew Gordon Wilson (NYU)
Sep 19, 2025 · 2h 3m
Karl Friston - Why Intelligence Can't Get Too Large (Goldilocks principle)
Karl Friston - Why Intelligence Can't Get Too Large (Goldilocks principle)
Sep 10, 2025 · 1h 21m
The Day AI Solves My Puzzles Is The Day I Worry (Prof. Cristopher Moore)
The Day AI Solves My Puzzles Is The Day I Worry (Prof. Cristopher Moore)
Sep 4, 2025 · 1h 34m
Michael Timothy Bennett: Defining Intelligence and AGI Approaches
Michael Timothy Bennett: Defining Intelligence and AGI Approaches
Aug 28, 2025 · 1h 5m
Superintelligence Strategy (Dan Hendrycks)
Superintelligence Strategy (Dan Hendrycks)
Aug 14, 2025 · 1h 45m
DeepMind Genie 3 [World Exclusive] (Jack Parker Holder, Shlomi Fruchter)
DeepMind Genie 3 [World Exclusive] (Jack Parker Holder, Shlomi Fruchter)
Aug 5, 2025 · 58 min
Large Language Models and Emergence: A Complex Systems Perspective (Prof. David C. Krakauer)
Large Language Models and Emergence: A Complex Systems Perspective (Prof. David C. Krakauer)
Jul 31, 2025 · 49 min
Pushing compute to the limits of physics
Pushing compute to the limits of physics
Jul 21, 2025 · 1h 23m
The Fractured Entangled Representation Hypothesis (Kenneth Stanley, Akarsh Kumar)
The Fractured Entangled Representation Hypothesis (Kenneth Stanley, Akarsh Kumar)
Jul 6, 2025 · 2h 16m
The Fractured Entangled Representation Hypothesis (Intro)
The Fractured Entangled Representation Hypothesis (Intro)
Jul 5, 2025 · 15 min
Three Red Lines We're About to Cross Toward AGI (Daniel Kokotajlo, Gary Marcus, Dan Hendrycks)
Three Red Lines We're About to Cross Toward AGI (Daniel Kokotajlo, Gary Marcus, Dan Hendrycks)
Jun 24, 2025 · 2h 7m
How AI Learned to Talk and What It Means - Prof. Christopher Summerfield
How AI Learned to Talk and What It Means - Prof. Christopher Summerfield
Jun 17, 2025 · 1h 8m
"Blurring Reality" - Chai's Social AI Platform (SPONSORED)
"Blurring Reality" - Chai's Social AI Platform (SPONSORED)
May 26, 2025 · 50 min
Google AlphaEvolve - Discovering new science (exclusive interview)
Google AlphaEvolve - Discovering new science (exclusive interview)
May 14, 2025 · 1h 13m
Prof. Randall Balestriero - LLMs without pretraining and SSL
Prof. Randall Balestriero - LLMs without pretraining and SSL
Apr 23, 2025 · 34 min
How Machines Learn to Ignore the Noise (Kevin Ellis + Zenna Tavares)
How Machines Learn to Ignore the Noise (Kevin Ellis + Zenna Tavares)
Apr 8, 2025 · 1h 16m
Eiso Kant (CTO poolside) - Superhuman Coding Is Coming!
Eiso Kant (CTO poolside) - Superhuman Coding Is Coming!
Apr 2, 2025 · 1h 36m