Think shallow, solve deep: controlling recurrent dynamics for reliable test-time depth
Read the original at arxiv.org→arXiv:2608.18222v1 Announce Type: new Abstract: Recurrent-depth reasoners aim to solve harder problems by iterating their update longer at test time, but additional iterations can improve, preserve, or degrade an...
Original headline: "Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth"
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- Aug 20, 04:00 UTC arXiv cs.LG lead source Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth