Thesis

We think AGI is still missing two capabilities: long horizon planning and continual learning. Everything else seems to be arriving on schedule. Models today are superhuman at completing tasks and embarrassingly bad at making decisions, and we think the reason is simple: they never have to live with the consequences of their actions.¹

Neither missing capability can develop in environments that end in hours. So we build worlds that run for months, where agents act and the consequences of their actions come back to them. We're early, and there's a lot we don't know yet.

We don't think agents should be units of work that humans task like they do today. We think they will join the workforce, and we want to help them get there safely.