Research
Publications
Latest research news
Discover our latest AI breakthroughs and updates from the lab
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Research
AlphaFold 3 predicts the structure and interactions of all of life’s molecules
Introducing a new AI model developed by Google DeepMind and Isomorphic Labs.
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Research
Google DeepMind at ICLR 2024
Developing next-gen AI agents, exploring new modalities, and pioneering foundational learning
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Research
TacticAI: an AI assistant for football tactics
As part of our multi-year collaboration with Liverpool FC, we develop a full AI system that can advise coaches on corner kicks
Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
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- OmniPred: Language Models as Universal Regressors
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- When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
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- The Next 700 ML-Enabled Compiler Optimizations
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- Simulacra as Conscious Exotica
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- Learning to Learn Faster from Human Feedback with Language Model Predictive Control
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- A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
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- Experts Don't Cheat: Learning What You Don't Know by Predicting Pairs
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- Premise Order Matters in Reasoning with Large Language Models
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- A Distributional Analogue to the Successor Representation
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- PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
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- Near-Minimax-Optimal Distributional RL with a Generative Model
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- Chain-of-Table: Evolves Tables in the LLM Reasoning Chain for Table Understanding
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- Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits
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- Memory Consolidation Enables Long-Context Video Understanding
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- States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers
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- Large Language Models Self-Discover Reasoning Structures
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- Fractal Patterns May Unravel the Intelligence in Next-Token Prediction
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- Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces
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- Robust agents learn causal world models
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- Exploration at Scale using Epistemic Neural Networks
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Technologies
Our next generation AI systems are solving some of the hardest scientific and engineering challenges of our time.
Impact
We’re creating transformative technologies that dramatically advance science, accelerate industry, and serve diverse communities.