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Research
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...
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Research
Benchmarking the next generation of never-ending learners
Learning how to build upon knowledge by tapping 30 years of computer vision research
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Responsibility & Safety
Best practices for data enrichment
Building a responsible approach to data collection with the Partnership on AI...
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Impact
Stopping malaria in its tracks
Developing a vaccine that could save hundreds of thousands of lives
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Research
Measuring perception in AI models
Perception – the process of experiencing the world through senses – is a significant part of intelligence. And building agents with human-level perceptual understanding of the world is a central...
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Research
How undesired goals can arise with correct rewards
As we build increasingly advanced artificial intelligence (AI) systems, we want to make sure they don’t pursue undesired goals. Such behaviour in an AI agent is often the result of specification...
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Research
Discovering novel algorithms with AlphaTensor
In our paper, published today in Nature, we introduce AlphaTensor, the first artificial intelligence (AI) system for discovering novel, efficient, and provably correct algorithms for fundamental...
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Impact
Fighting osteoporosis before it starts
Detecting signs of disease before bones start to break
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Impact
Understanding the faulty proteins linked to cancer and autism
Helping uncover how protein mutations cause diseases and disorders
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Impact
Solving the mystery of how an ancient bird went extinct
Creating a tool to study extinct species from 50,000 years ago
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Research
Building safer dialogue agents
In our latest paper, we introduce Sparrow – a dialogue agent that’s useful and reduces the risk of unsafe and inappropriate answers. Our agent is designed to talk with a user, answer questions,...
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Impact
Targeting early-onset Parkinson’s with AI
Predictions that pave the way to new treatments
