Researchers have tended to study either the trajectory of lifelong mastery, where learning can appear as a steady, gradual process, or the effects of practice in short, repeated bouts.

To give it one last tweak, DeepSeek seeded the reinforcement-learning process with a small data set of example responses provided by people. Training R1-Zero on those produced the model that ...