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#General #Development #Mobile Development #Cloud & DevOps #Cybersecurity & Privacy #AI & Data Science #Hardware & Gadgets #Design & UXFunSearch: Making new discoveries in mathematical sciences using Large Language Models
In a paper published in Nature, we introduce FunSearch, a method for searching for “functions” written in computer code, and find new solutions in mathematics and computer science. FunSearch works by pairing a pre-trained LLM, whose goal is to provide creative solutions in the form of computer code, with an automated “evaluator”, which guards against hallucinations and incorrect ideas.
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Google DeepMind at NeurIPS 2023
The Neural Information Processing Systems (NeurIPS) is the largest artificial intelligence (AI) conference in the world. NeurIPS 2023 will be taking place December 10-16 in New Orleans, USA.Teams from across Google DeepMind are presenting more than 150 papers at the main conference and workshops.
Introducing Gemini: our largest and most capable AI model
Making AI more helpful for everyone
Millions of new materials discovered with deep learning
We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.
Transforming the future of music creation
Announcing our most advanced music generation model and two new AI experiments, designed to open a new playground for creativity
Empowering the next generation for an AI-enabled world
Experience AI's course and resources are expanding on a global scale
GraphCast: AI model for faster and more accurate global weather forecasting
We introduce GraphCast, a state-of-the-art AI model able to make medium-range weather forecasts with unprecedented accuracy
A glimpse of the next generation of AlphaFold
Progress update: Our latest AlphaFold model shows significantly improved accuracy and expands coverage beyond proteins to other biological molecules, including ligands.
Evaluating social and ethical risks from generative AI
Introducing a context-based framework for comprehensively evaluating the social and ethical risks of AI systems
Scaling up learning across many different robot types
Robots are great specialists, but poor generalists. Typically, you have to train a model for each task, robot, and environment. Changing a single variable often requires starting from scratch. But what if we could combine the knowledge across robotics and create a way to train a general-purpose robot?
A catalogue of genetic mutations to help pinpoint the cause of diseases
New AI tool classifies the effects of 71 million ‘missense’ mutations.
Identifying AI-generated images with SynthID
New tool helps watermark and identify synthetic images created by Imagen
RT-2: New model translates vision and language into action
Robotic Transformer 2 (RT-2) is a novel vision-language-action (VLA) model that learns from both web and robotics data, and translates this knowledge into generalised instructions for robotic control.
Using AI to fight climate change
AI is a powerful technology that will transform our future, so how can we best apply it to help combat climate change and find sustainable solutions?
Google DeepMind’s latest research at ICML 2023
Exploring AI safety, adaptability, and efficiency for the real world
Developing reliable AI tools for healthcare
We’ve published our joint paper with Google Research in Nature Medicine, which proposes CoDoC (Complementarity-driven Deferral-to-Clinical Workflow), an AI system that learns when to rely on predictive AI tools or defer to a clinician for the most accurate interpretation of medical images.
Exploring institutions for global AI governance
New white paper investigates models and functions of international institutions that could help manage opportunities and mitigate risks of advanced AI.
RoboCat: A self-improving robotic agent
Robots are quickly becoming part of our everyday lives, but they’re often only programmed to perform specific tasks well. While harnessing recent advances in AI could lead to robots that could help in many more ways, progress in building general-purpose robots is slower in part because of the time needed to collect real-world training data.Our latest paper introduces a self-improving AI agent for robotics, RoboCat,...
YouTube: Enhancing the user experience
It’s all about using our technology and research to help enrich people’s lives. Like YouTube — and its mission to give everyone a voice and show them the world.
Google Cloud: Driving digital transformation
Google Cloud empowers organizations to digitally transform themselves into smarter businesses. It offers cloud computing, data analytics, and the latest artificial intelligence (AI) and machine learning tools.
MuZero, AlphaZero, and AlphaDev: Optimizing computer systems
How MuZero, AlphaZero, and AlphaDev are optimizing the computing ecosystem that powers our world of devices.
AlphaDev discovers faster sorting algorithms
New algorithms will transform the foundations of computing
An early warning system for novel AI risks
New research proposes a framework for evaluating general-purpose models against novel threats
DeepMind’s latest research at ICLR 2023
Next week marks the start of the 11th International Conference on Learning Representations (ICLR), taking place 1-5 May in Kigali, Rwanda. This will be the first major artificial intelligence (AI) conference to be hosted in Africa and the first in-person event since the start of the pandemic. Researchers from around the world will gather to share their cutting-edge work in deep learning spanning the fields of AI,...
How can we build human values into AI?
Drawing from philosophy to identify fair principles for ethical AI...
Announcing Google DeepMind
DeepMind and the Brain team from Google Research will join forces to accelerate progress towards a world in which AI helps solve the biggest challenges facing humanity.
Competitive programming with AlphaCode
Solving novel problems and setting a new milestone in competitive programming.
AI for the board game Diplomacy
Successful communication and cooperation have been crucial for helping societies advance throughout history. The closed environments of board games can serve as a sandbox for modelling and investigating interaction and communication – and we can learn a lot from playing them. In our recent paper, published today in Nature Communications, we show how artificial agents can use communication to better cooperate in the...
Mastering Stratego, the classic game of imperfect information
Game-playing artificial intelligence (AI) systems have advanced to a new frontier.
DeepMind’s latest research at NeurIPS 2022
NeurIPS is the world’s largest conference in artificial intelligence (AI) and machine learning (ML), and we’re proud to support the event as Diamond sponsors, helping foster the exchange of research advances in the AI and ML community. Teams from across DeepMind are presenting 47 papers, including 35 external collaborations in virtual panels and poster sessions.
Building interactive agents in video game worlds
Most artificial intelligence (AI) researchers now believe that writing computer code which can capture the nuances of situated interactions is impossible. Alternatively, modern machine learning (ML) researchers have focused on learning about these types of interactions from data. To explore these learning-based approaches and quickly build agents that can make sense of human instructions and safely perform actions in...
Benchmarking the next generation of never-ending learners
Learning how to build upon knowledge by tapping 30 years of computer vision research
Best practices for data enrichment
Building a responsible approach to data collection with the Partnership on AI...
The pursuit of AI education—past, present, and future
Meet Sylvia Christie, our education partnerships manager who’s played a leading role in expanding our scholarship programme, which is marking its five-year anniversary.
Stopping malaria in its tracks
Developing a vaccine that could save hundreds of thousands of lives