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Weekly curation

We do not pretend every paper is revolutionary. Here is a transparent slice of this week: top selections versus near-misses and why they did not make the shortlist.

Selected (sample)

Full week of 20 →

Near misses

  • 50

    TACO: Ternary Absolute-max Column-wise One-sparse Optimizer for LLM Fine-Tuning

    Below top cut for this week’s automated tranche

  • 50

    MorphoBranch: A Fine-Structure-Preserving Workbench for Morphometric Analysis of Branched Cellular Structures

    Below top cut for this week’s automated tranche

  • 49

    UniWAM: Unified World-Action Model

    Below top cut for this week’s automated tranche

  • 48

    BranchIP: Learning Adaptive Equivariant Computation for Interatomic Potentials

    Below top cut for this week’s automated tranche

  • 47

    Hardware-Efficient Ground-State Preparation using Variational Imaginary-Time Majorana Evolution

    Below top cut for this week’s automated tranche

  • 46

    DuoMind: Enabling Distributed Multi-Robot Coordination with Semantic Communication

    Below top cut for this week’s automated tranche

  • 44

    Polynomial-time classical and quantum simulation of quantum impurity models

    Below top cut for this week’s automated tranche

  • 42

    One-Shot any Code

    Below top cut for this week’s automated tranche

  1. 1Discover — arXiv queries per hot topic
  2. 2Score — five-factor disruptiveness model
  3. 3Select — top ~20 + near-miss transparency
  4. 4Explain — fixed article skeleton for humans
  5. 5Serve — free HTML + x402 JSON for agents