New model generation will make novel RL discoveries, blurring training and work

andreisavu · x · 2026-09-03

The author predicts a new generation of models capable of making novel discoveries inside RL environments. As that happens, the line between where training ends and real work begins will get increasingly blurry — models won't just passively consume training tasks; sustained exploration within environments will itself become the output.

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