Humanity’s List

Research with real-world weight.

Vol. I · No. 39Updated UTC
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  1. BiologybioRxiv

    1. 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█████░░░░░4.7
  2. MedicineEurope PMC

    2. 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█████░░░░░4.6
  3. BiologybioRxiv

    3. Protify: A Benchmarking Platform Revealing Task Dependence and Homology Leakage in Protein Language Model Evaluation

    Protein Language Models (pLMs) have become essential tools for computational protein analysis, and the rapid proliferation of architectures, training objectives, and pretraining corpora has produced a diverse and…

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

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

    Verdict: Notable█████░░░░░4.5
  5. AIarXiv

    5. Towards Foundation Decision Models: Drex

    Verdict: Notable████░░░░░░4.5
  6. PhysicsarXiv

    6. Cool Graphs: Active Property Search Towards Quantum Nano-Refrigerators

    Verdict: Notable████░░░░░░4.4

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██████░░░░5.8
  • HF ▲ 100
  • Stars ★ 124

Europe PMC

Izalontamab brengitecan versus platinum-based chemotherapy in EGFR-mutated advanced non-squamous non-small-cell lung cancer after progression on third-generation EGFR tyrosine kinase inhibitors (PANKU-Lung01): a multicentre, randomised, open-label, phase 3 trial in China

Izalontamab brengitecan (iza-bren) is a first-in-class bispecific antibody-drug conjugate targeting epidermal growth factor receptor (EGFR) and human epidermal growth factor receptor 3 (HER3) and has shown…

By Hong, Zhou, Hou +43Lancet (London, England)

Verdict: Major█████░░░░░5.1

arXiv

VLITE Observations of the Hubble Ultra Deep Field

We present 136 hr of 340 MHz observations of the Hubble Ultra Deep Field (HUDF) conducted with the VLA Low-band Ionosphere and Transient Experiment (VLITE), collected commensally with higher-frequency Karl G.

By Polisensky, Peters, Giacintucci +3

Verdict: Notable████░░░░░░4.4

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