4 sources healthy · latest episode 9 Nov 2026
descriptive claim

In the ROVR setup, reinforcement learning occurs outside the model's loop, and the model receives trajectories that are reinforced.

Tom McGrath · Designing How AI Grows — Tom McGrath · 2 Sep 2026

In their words

The transcript segments this claim was taken from

“the reinforcement learning thing is actually on its outside of the loop, right? So the model just gets these trajectories reinforced.”
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In the ROVR setup, reinforcement learning occurs outside the model's loop, and … · Savlar