Twitxy Saved

Jonny Cook

@JonnyCoook

Research Scientist @GoogleDeepMind
DPhil in AI @FLAIR_Ox
Joined October 2021
628 Following 827 Followers 129 Posts

Latest posts 5

Pinned post

Jonny Cook @JonnyCoook
Super excited to share what I worked on as a Student Researcher at @GoogleDeepMind last year!

Here’s why I think learning to adapt on-the-fly represents a crucial research frontier 🧵👇
Martin Klissarov @MartinKlissarov Feb 19
In the limit, what's important is our ability to adapt. 

What is a good recipe for teaching agents to adapt on-the-fly?

We introduce two meta-learning for LLMs papers written with @JonnyCoook at @GoogleDeepMind.

This is research from last year we can finally share 🧵👇
View quoted post on X
1 replies 9 reposts 55 likes 9.9K views View on X
Jonny Cook @JonnyCoook
Humans augment learning from experience and demonstrations with learning from general instructions, rules, and descriptions of behaviour.

PBB enables LLMs to do the same, unlocking a highly sample efficient form of learning.

Excited to share this work in Brazil! 🇧🇷
Laura Ruis @LauraRuis Mar 2
Training on a single piece of code can be as effective as training on 80 CoTs or 100 IO pairs.

PBB got accepted to #ICLR2026 🥳

We added a lot of new results since the preprint ⤵️🧵

Work led by the amazing @JonnyCoook @silviasapora
View quoted post on X
0 replies 3 reposts 27 likes 9.7K views View on X