Enabling high-accuracy protein structure prediction at the proteome scale
5 Mins read
The AlphaFold method Many novel machine learning innovations contribute to AlphaFold’s current level of accuracy. We give a high-level overview of the…
Generally capable agents emerge from open-ended play
8 Mins read
In recent years, artificial intelligence agents have succeeded in a range of complex game environments. For instance, AlphaZero beat world-champion programs in…
Building architectures that can handle the world’s data
3 Mins read
Perceiver and Perceiver IO work as multi-purpose tools for AI Most architectures used by AI systems today are specialists. A 2D residual…
Challenges in Detoxifying Language Models
5 Mins read
Undesired Behavior from Language Models Language models trained on large text corpora can generate fluent text, and show promise as few/zero shot…
Is Curiosity All You Need? On the Utility of Emergent Behaviours from Curious Exploration
4 Mins read
During purely curious exploration, the JACO arm discovers how to pick up cubes, moves them around the workspace and even explores whether…
Google at CVPR 2023 – Google AI Blog
9 Mins read
This week marks the beginning of the premier annual Computer Vision and Pattern Recognition conference (CVPR 2023), held in-person in Vancouver, BC…
Nowcasting the next hour of rain
3 Mins read
Our lives are dependent on the weather. At any moment in the UK, according to one study, one third of the country…
Revolutionizing AI Efficiency: UC Berkeley's SqueezeLLM Debuts Dense-and-Sparse Quantization, Marrying Quality and Speed in Large Language Model Serving
3 Mins read
Recent developments in Large Language Models (LLMs) have demonstrated their impressive problem-solving ability across several fields. LLMs can include hundreds of billions…
Predicting gene expression with AI
4 Mins read
Based on Transformers, our new Enformer architecture advances genetic research by improving the ability to predict how DNA sequence influences gene expression….
Stacking our way to more general robots
4 Mins read
Introducing RGB-Stacking as a new benchmark for vision-based robotic manipulation Picking up a stick and balancing it atop a log or stacking…