Spending compute at deployment for a model to build its own simulators and rehearse skills against them ("dreaming"), turning scarce real experience into abundant synthetic practice.
Tensions
Proposed as a fourth scaling axis beyond pretraining, RL, and inference, but rests on the hard prerequisite of simulating the open world — far harder than emulating Go or Atari, which is why Dwarkesh flags it as speculative.