Welcome to The Information Bottleneck!
The Information Bottleneck

The Information Bottleneck

Two AI Researchers - Ravid Shwartz Ziv, and Allen Roush, discuss the latest trends, news, and research within Generative AI, LLMs, GPUs, and Cloud Systems.

The player is loading ...
How to Build the Smartest Camera in Your Pocket - with Peyman Milanfar (Google)

Recent Episodes

How to Build the Smartest Camera in Your Pocket - with Peyman Milanfar (Google)
April 5, 2026

How to Build the Smartest Camera in Your Pocket - with Peyman Milanfar (Google)

In this episode, we sit down with Peyman Milanfar, Distinguished Scientist at Google, where he leads the Computational Imaging team. Peyman is a member of the National Academy of Engineering, an IEEE Fellow, and one of the ke...
Reinventing AI From Scratch with Yaroslav Bulatov
March 30, 2026

Reinventing AI From Scratch with Yaroslav Bulatov

Yaroslav Bulatov helped build the AI era from the inside, as one of the earliest researchers at both OpenAI and Google Brain. Now he wants to tear it all down and start over. Modern deep learning, he argues, is up to 100x mor...
Why Healthcare Is AI's Hardest and Most Important Problem with Kyunghyun Cho (NYU)
March 23, 2026

Why Healthcare Is AI's Hardest and Most Important Problem with Kyunghyun Cho (NYU)

We talk with Kyunghyun Cho, who is a Professor of Health Statistics and a Professor of Computer Science and Data Science at New York University, and a former Executive Director at Genentech, about why healthcare might be the ...
Stefano Ermon on Diffusion LLMs, Mercury & Why the Future of AI Won't Be Autoregressive
March 18, 2026

Stefano Ermon on Diffusion LLMs, Mercury & Why the Future of AI Won't Be Autoregressive

In this episode, we talk with Stefano Ermon, Stanford professor, co-founder & CEO of Inception AI, and co-inventor of DDIM, FlashAttention, DPO, and score-based/diffusion models, about why diffusion-based language models may...
Training Is Nothing Like Learning with Naomi Saphra (Harvard)
March 13, 2026

Training Is Nothing Like Learning with Naomi Saphra (Harvard)

Naomi Saphra, Kempner Research Fellow at Harvard and incoming Assistant Professor at Boston University, joins us to explain why you can't do interpretability without understanding training dynamics, in the same way you can't...
EP28: How to Control a Stochastic Agent with Stefano Soatto (VP AWS/ Pro. UCLA)
March 6, 2026

EP28: How to Control a Stochastic Agent with Stefano Soatto (VP AWS/ Pro. UCLA)

Stefano Soatto, VP for AI at AWS and Professor at UCLA, joins us to explore how the agentic era fundamentally redefines machine learning, from static train-and-test models to dynamic, interactive control systems. This shift u...