Humanity’s List

Research with real-world weight.

Vol. I · No. 24Updated UTC
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  1. MedicineEurope PMC

    1. Oral deucrictibant for on-demand treatment of hereditary angioedema attacks: a phase 3, multicentre, randomised, double-blind, placebo-controlled crossover trial

    In hereditary angioedema, a rare bradykinin-mediated condition, oral on-demand treatments facilitating prompt administration and providing rapid, sustained relief and attack resolution remain scant.

    Verdict: Major████░░░░░░4.3
  2. AIarXiv

    2. Multimodal Reranking Is a System One Decision

    Multimodal rerankers are usually dedicated models: a vision-language model (VLM) is trained on retrieval data to score the candidates of a query.

    Verdict: Notable█████░░░░░4.8
  3. PhysicsarXiv

    3. Automated optimization of solar energetic particle acceleration and transport parameters against five-spacecraft observations of the 9 October 2021 event

    Solar energetic particle (SEP) events threaten space infrastructure, yet physics-based prediction models depend on numerous poorly constrained free parameters.

    Verdict: Notable█████░░░░░4.5

Sections

arXiv

OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory

Multimodal large language models (MLLMs) have made rapid progress on visual reasoning, yet many tasks require evidence that is difficult to obtain through internal reasoning alone: our controlled study on 22 benchmarks…

By Zhou, Yang, Sun +8

Verdict: Notable██████░░░░5.9
  • HF ▲ 98
  • Stars ★ 109

Europe PMC

Magic state cultivation on a superconducting quantum processor

Fault-tolerant quantum computing requires a universal gate set, but the necessary non-Clifford gates represent a significant resource cost for most quantum error correction architectures.

By Rosenfeld, Gidney, Roberts +197Science (New York, N.Y.)

Verdict: Notable█████░░░░░5.1
  • Cites 52

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