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20242026
most citedHuman-in-the-loop or AI-in-the-loop? Automate or Collaborate?

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cs.AI2026

Depth-Recurrent Attention Mixtures: Giving Latent Reasoning the Attention it Deserves

Jonas Knupp, Jan Hendrik Metzen, Jeremias Bohn +2

Depth-recurrence facilitates latent reasoning by sharing parameters across depths. However, prior work lacks combined FLOP-, parameter-, and memory-matched baselines, underutilizes…