Open AlphaFold: High-Quality Protein Structures for the Human Proteome and 20 Model Organisms
When we announced AlphaFold 2 last December, it was hailed as a solution to the 50-year old protein folding problem.…
Category: Artificial Intelligence
Flamingo: A Single Visual-Language Model That Achieves Few-Shot Mastery Across Multimodal Tasks
We introduce Flamingo, a single visual language model (VLM) that sets a new state of the art in few-shot learning…
What Powers Multimodal Transformers: Data, Architecture, or Losses—and Why Joint Encoders Beat Dual Encoders?
In this work, we examine what aspects of multimodal transformers – attention, losses, and pretraining data – are important in…
Decoding the Glassy State with Graph Neural Networks: Revealing the Dynamics Behind Glass Transition
Under a microscope, a pane of window glass doesn’t look like a collection of orderly molecules, as a crystal would,…
Safety-First AI Enables Autonomous Data Center Cooling and Industrial Control With Expert Oversight, Delivering Energy Savings
Many of society’s most pressing problems have grown increasingly complex, so the search for solutions can feel overwhelming. At DeepMind…
DeepMind Teams Up with Android to Bring On-Device AI for Adaptive Battery and Brightness on Android P
We’re delighted to announce a new collaboration between DeepMind for Google and Android, the world’s most popular mobile operating system.…
Understanding Deep Learning Through Neuron Deletion: Interpretable Neurons Aren’t More Important Than Generalization
Deep neural networks are composed of many individual neurons, which combine in complex and counterintuitive ways to solve a wide…
Empirical AI Safety in Simple Gridworlds: Measuring Safe Behavior and the Off-Switch Challenge
As AI systems become more general and more useful in the real world, ensuring they behave safely will become even…
Google’s Weather Lab AI predicts tropical cyclones with 50 scenarios up to 15 days ahead, in partnership with the NHC to boost forecasts and warnings this cyclone season.
We’re launching Weather Lab, featuring our experimental cyclone predictions, and we’re partnering with the U.S. National Hurricane Center to support
AlphaEarth Foundations Unifies Earth Observation Data into a Single Embedding, Releasing Annual Satellite Embeddings in Google Earth Engine to Transform Global Mapping
New AI model integrates petabytes of Earth observation data to generate a unified data representation that revolutionizes global mapping and…