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20122026
most citedAligned Image Sets under Channel Uncertainty: Settling a Conjecture by Lapidoth, Shamai and Wigger on the Collapse of Degrees of Freedom under Finite Precision CSIT

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cs.AI2026

The Shape of Overthinking: Backtracking Bursts in Long Reasoning Traces

Navid Rezazadeh, Arash Gholami Davoodi

Reasoning models often generate long traces in which useful self-correction and unproductive revision are hard to distinguish. We study this distinction through backtracking dynami…