Research
Publications
Latest research news
Discover our latest AI breakthroughs and updates from the lab
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Research
Google DeepMind at ICML 2024
Exploring AGI, the challenges of scaling and the future of multimodal generative AI
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Research
Generating audio for video
Video-to-audio research uses video pixels and text prompts to generate rich soundtracks
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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.
Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
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- ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
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- Position: Leverage Foundational Models for Black-Box Optimization
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- Improving Dictionary Learning with Gated Sparse Autoencoders
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- Holistic Safety and Responsibility Evaluations of Advanced AI Models
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- Many-Shot In-Context Learning
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- Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning
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- Gecko: Versatile Text Embeddings Distilled from Large Language Models
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- Learning from One Continuous Video Stream
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- Few-Shot Recalibration of Language Models
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- Long-form factuality in large language models
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- Evaluating Frontier Models for Dangerous Capabilities
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- DiPaCo: Distributed Path Composition
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- Model-free Posterior Sampling via Learning Rate Randomization
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- Demonstration-Regularized RL
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- Understanding Learning from Human Preferences
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- Prosody for Intuitive Robotic Interface Design: It's Not What You Said, It's How You Said It
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- Robust Exploration via Clustering-based Density Estimation
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- AtP*: Efficient and scalable methods for localizing LLM behaviour to components
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- How aligned are different alignment metrics?
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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.