REVES: Directly Optimizing Iterative Inference at Test Time

zhaoran_wang · x · 2026-07-06

A new project, REVES, proposes treating inference not as a one-off prediction, but as a process of directly optimizing the iterative reasoning that the model actually executes at test time. The work is a collaboration between Yuanxin, Mingyi, and others, with the authors expressing excitement for the future development of this direction.

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