PregMedNet: Multifaceted maternal medication impacts on neonatal complications
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Four questions for AI-ready biological data
Nature Machine Intelligence, Published online: 10 July 2026; doi:10.1038/s42256-026-01270-4 The push to make biological data ‘AI-ready’ is accelerating worldwide. But…
Hypergraph Neural Stochastic Diffusion: An SDE Framework for Uncertainty Estimation
arXiv:2607.07330v1 Announce Type: cross Abstract: Hypergraph neural networks have shown powerful capability in modeling higher-order relations, yet their predictive uncertainty…
Quantum simulation of real-world nonlinear dynamics via Koopman method
arXiv:2607.07338v1 Announce Type: cross Abstract: Nonlinear dynamics is ubiquitous in nature, ranging from chemical pattern formation to ocean circulation, yet…
UBEP: Re-architecting Expert Parallelism Communication Library for Production Superpods
arXiv:2607.06202v2 Announce Type: replace-cross Abstract: The deployment of Mixture-of-Experts (MoE) models on production high-bandwidth superpods, such as NVIDIA’s NVL72/576 and…
AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation
arXiv:2607.06624v1 Announce Type: new Abstract: We present AgentLens, a production-assessed benchmark for interactive code agents. Most code-agent benchmarks reduce a…
Tangent classes of matroids and wonderful compactifications
arXiv:2607.05835v2 Announce Type: replace-cross Abstract: For every loopless matroid $M$ and every Feichtner–Yuzvinsky building set $mathcal{G}$ containing the top flat,…
Unified Audio Intelligence Without Regressing on Text Intelligence
arXiv:2607.05196v2 Announce Type: replace-cross Abstract: Audio intelligence involves understanding, reasoning about, and generating both audio and speech. In this work,…