Screening mammography aims to identify breast cancer before symptoms appear, enabling earlier therapy for more treatable disease. Despite the existence of screening programs worldwide, interpretation of these images suffers from suboptimal rates of false positives and false negatives. Here we present an AI system capable of surpassing a single expert reader in breast cancer prediction performance.Read More
Using WaveNet technology to reunite speech-impaired users with their original voices
We demonstrate an early proof of concept of how text-to-speech technologies can synthesise a high-quality, natural sounding voice using minimal recorded speech data.Read More
Learning human objectives by evaluating hypothetical behaviours
We present a new method for training reinforcement learning agents from human feedback in the presence of unknown unsafe states.Read More
From unlikely start-up to major scientific organisation: Entering our tenth year at DeepMind
Weve come a long way in building the organisation we need to achieve our long-term mission.Read More
Strengthening the AI community
AI requires people with different experiences, knowledge and backgrounds, which is why we started the DeepMind Scholarship programme and supportuniversitiesand the wider ecosystem.Read More
Advanced machine learning helps Play Store users discover personalised apps
In collaboration with Google Play,our team that leads on collaborations with Googlehas driven significant improvements in the Play Store’s discovery systems, helping to deliver a more personalised and intuitive Play Store experience for users.Read More
AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning
AlphaStar is the first AI to reach the top league of a widely popular esport without any game restrictions.Read More
Causal Bayesian Networks: A flexible tool to enable fairer machine learning
Decisions based on machine learning (ML) are potentially advantageous over human decisions, but the data used to train them often contains human and societal biases that can lead to harmful decisions.Read More
DeepMind’s health team joins Google Health
Heres what the future looks like for the team.Read More
Episode 8: Demis Hassabis – The interview
In this special extended episode, Hannah meets Demis Hassabis, the CEO and co-founder of DeepMind.Read More