Gonzo ML

Tiny Recursive Model

Less is More: Recursive Reasoning with Tiny Networks

Oct 19 • 

Grigory Sapunov

5

1

Hierarchical Reasoning Model

Authors: Guan Wang, Jin Li, Yuhao Sun, Xing Chen, Changling Liu, Yue Wu, Meng Lu, Sen Song, Yasin Abbasi Yadkori

Oct 12 • 

Grigory Sapunov

3

Stochastic activations

Divine benevolence or fundamental physics? The mysterious world of activation functions

Oct 4 • 

Grigory Sapunov

4

1

August 2025

On people and neutrino

Over the summer, I read a couple of books about neutrinos and the people around them.

Aug 26 • 

Grigory Sapunov

1

V-JEPA 2: Scaling V-JEPA

From Internet Video to Robot Control via Self-Supervised Learning

Aug 20 • 

Grigory Sapunov

2

Tversky Neural Networks

Psychologically Plausible Deep Learning with Differentiable Tversky Similarity

Aug 12 • 

Grigory Sapunov

39

2

3

July 2025

The ICML 2025 Outstanding Papers

A Perfect Case Study in Research FOMO

Jul 28 • 

Grigory Sapunov

3

1

DolphinGemma

We'd like to know more...

Jul 19 • 

Grigory Sapunov

2

1

Pay Attention to Small Weights

Authors: Chao Zhou, Tom Jacobs, Advait Gadhikar, Rebekka Burkholz

Jul 6 • 

Grigory Sapunov

2

June 2025

The ArXiv Problem

(And My Attempt at a Solution)

Jun 19 • 

Grigory Sapunov

4

4

Darwin Gödel Machine

An Evolutionary Step Towards Self-Improving AI

Jun 1 • 

Grigory Sapunov

3

May 2025

Are Deeper LLMs Smarter, or Just Longer?

Unpacking How Language Models Use Their Layers

May 27 • 

Grigory Sapunov

2