We want to build safe, aligned artificial general intelligence (AGI) systems that pursue the intended goals of its designers. Causal influence diagrams (CIDs) are a way to model decision-making situations that allow us to reason about agent incentives. By relating training setups to the incentives that shape agent behaviour, CIDs help illuminate potential risks before training an agent and can inspire better agent designs. But how do we know when a CID is an accurate model of a training setup?Read More
Discovering when an agent is present in a system
We want to build safe, aligned artificial general intelligence (AGI) systems that pursue the intended goals of its designers. Causal influence diagrams (CIDs) are a way to model decision-making situations that allow us to reason about agent incentives. By relating training setups to the incentives that shape agent behaviour, CIDs help illuminate potential risks before training an agent and can inspire better agent designs. But how do we know when a CID is an accurate model of a training setup?Read More
Realising scientists are the real superheroes
Meet Edgar Duéñez-Guzmán, a research engineer on our Multi-Agent Research team who’s drawing on knowledge of game theory, computer science, and social evolution to get AI agents working better together.Read More
Realising scientists are the real superheroes
Meet Edgar Duéñez-Guzmán, a research engineer on our Multi-Agent Research team who’s drawing on knowledge of game theory, computer science, and social evolution to get AI agents working better together.Read More
The race to cure a billion people from a deadly parasitic disease
Accelerating the search for life saving leishmaniasis treatmentsRead More
Tracing the evolution of proteins back to the origin of life
Looking into a protein’s past to unlock the mysteries of life itselfRead More
How the honeybee could help protect species around the world
New insights into immunity to help protect the world’s floraRead More
AlphaFold transforms biology for millions around the world
Big data that leads to discoveries that benefit everyoneRead More
Advancing discovery of better drugs and medicine
Researchers are designing more effective drugs than ever beforeRead More
Creating plastic-eating enzymes that could save us from pollution
Helping plastics become 100% recyclableRead More