Humanity’s List

Research with real-world weight.

Vol. I · No. 38Updated UTC
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Top stories

  1. MedicineEurope PMC

    1. Povorcitinib for nonsegmental vitiligo: two randomized, controlled, phase 3 STOP-V trials

    There is an unmet need for repigmentation therapies for patients with nonsegmental vitiligo (NSV) who are candidates for systemic therapy.

    Verdict: Major█████░░░░░4.9
  2. BiologybioRxiv

    2. Scalable Contact-Gated Stochastic Operators and Universal Reduction Laws for Macromolecular Protein Dynamics, Allostery, and Kinetics

    Constructing continuous, thermodynamically reversible reduced equations of motion from atomistic molecular dynamics (MD) that scale from fast-folding miniproteins to multi-domain allosteric enzymes in explicit water…

    Verdict: Major█████░░░░░4.8
  3. AIarXiv

    3. Route Anything: A Study of Model and Policy Routing for General-Purpose AI Systems

    Artificial general intelligence (AGI) requires a method that can understand, generate, reason, and act across diverse domains and modalities.

    Verdict: Notable█████░░░░░4.8
  4. AIarXiv

    4. DR Pixel: Page-Native Deep Research with Vision-Language Models

    Verdict: Notable█████░░░░░4.7
  5. PhysicsarXiv

    6. VLITE Observations of the Hubble Ultra Deep Field

    Verdict: Notable█████░░░░░4.5

Sections

arXiv

CoworkOS:Scaling Agent Coworkers for Real-world Automation

Rapid advances in cowork agents are shifting human-AI collaboration toward real-world automation, delivering software, designs, and other artifacts.

By Jin, Dong, Pan +37

Verdict: Notable██████░░░░5.9
  • HF ▲ 95
  • Stars ★ 116

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