Research
Research programs
The open problems between today and AGI that we work on. These are questions, not a claim that we have published findings in each.
Agent societies
Can a well-organised group of agents be more general than any one model inside it?
1 project
Long-horizon autonomy
What does it take for an agent to finish a long task without a person fixing it at every step?
1 project
Memory and continual learning
How can a system keep learning from experience safely, without retraining from scratch?
Research question
Reasoning and generalisation
What makes a system learn new tasks as cheaply and reliably as people do?
1 project
Measuring progress to AGI
How should anyone measure progress toward AGI without fooling themselves?
Research question
Safety and human control
How do we make sure more autonomous systems stay useful, honest and under human control?
1 project