Allen Roush

Natural Language Processing Medicine Machine Learning Computer Science Artificial Intelligence Computational Neuroscience Computational Biology Reinforcement Learning Robotics Materials Science

Podcast episodes

Chris Manning: Language Is the Real Unlock for Intelligence

Host · The Information Bottleneck

Sep 27, 2026

Natural Language Processing

Can AI Replace Doctors? Zachary Lipton on the Future of Healthcare and AI

Host · The Information Bottleneck

Sep 21, 2026

Sara Hooker on the End of Static AI

Host · The Information Bottleneck

Sep 16, 2026

Machine Learning

Tiny Recursive Models Beat the Giants - Alexia Jolicoeur-Martineau (Microsoft)

Host · The Information Bottleneck

Sep 15, 2026

Machine Learning

Continual Learning Is the Next Bottleneck | Rohan Anil (Core Automation )

Host · The Information Bottleneck

Sep 10, 2026

Machine Learning

World Models | John Langford (Microsoft AI Labs)

Host · The Information Bottleneck

Sep 5, 2026

Machine Learning

Which Tabular Model Should You Actually Use? | David Holzmüller (INRIA)

Host · The Information Bottleneck

Sep 3, 2026

Machine Learning

Why You Can't Just Rent 1,000 GPUs | Charles Frye (Modal)

Host · The Information Bottleneck

Sep 1, 2026

Computer Science

Stella Biderman (EleutherAI) - Open Source, AI Safety, and Who We Can Trust

Host · The Information Bottleneck

Aug 28, 2026

Artificial Intelligence

Why Deep Learning Finally Works on Tables | Frank Hutter (Prior Labs)

Host · The Information Bottleneck

Aug 24, 2026

Machine Learning

Surya Ganguli: The Physics of Intelligence

Host · The Information Bottleneck

Aug 17, 2026

Computational Neuroscience

Text Diffusion Models with Brendan O'Donoghue (Google DeepMind)

Host · The Information Bottleneck

Aug 14, 2026

Machine Learning

Nathan Lambert: Inside Post-Training and the Open Model Fight

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Aug 8, 2026

Machine Learning

Daphne Koller - The Future of AI in Biology and Drug Discovery

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Aug 4, 2026

Computational Biology

RL Was Broken at Every Level - With Joseph Suarez (PufferAI)

Host · The Information Bottleneck

Jul 30, 2026

Reinforcement Learning

The Model Found a Way Out - with Florian Brand (Prime Intellect)

Host · The Information Bottleneck

Jul 27, 2026

Artificial Intelligence

Pierre-Carl Langlais on Building Models from Data You Can Account For

Host · The Information Bottleneck

Jul 23, 2026

Machine Learning

Dhruv Batra: The Browser Is a Robotics Problem - From Embodied AI at Meta to Web Agents at Yutori

Host · The Information Bottleneck

Jul 20, 2026

How to Turn Research Into Billion-Dollar Companies, with Ion Stoica

Host · The Information Bottleneck

Jul 16, 2026

Computer Science

Kaggle Grandmasters, Agent Skills, and Why Everyone Is Overfitting with Jean-Francois Puget (Nvidia)

Host · The Information Bottleneck

Jul 13, 2026

Machine Learning

AI Agents and The Golden Age of Asking Questions with Dimitris Papailiopoulos (MSR/UW-Madison)

Host · The Information Bottleneck

Jul 9, 2026

Machine Learning

Why All Models Learn the Same Thing with Phillip Isola (MIT)

Host · The Information Bottleneck

Jul 2, 2026

Machine Learning

AI for Science with Qichao Hu (Molecular Universe / SES AI)

Host · The Information Bottleneck

Jun 29, 2026

Materials Science

Infrastructure for AI at Scale - With Benny Chen (Fireworks AI)

Host · The Information Bottleneck

Jun 24, 2026

Computer Science

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