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Halpern Iteration Improves Higher-Order MVI Complexity Bounds

A large-step inexact Halpern wrapper accelerates tensor-based monotone variational-inequality solvers from polynomial rates up to a claimed near-$T^{-p}$ convergence rate.

Aug 16, 20264 min2608.08463

Supervision Audits Expose Chest X-Ray Label Failure

Auditing report-derived MIMIC-CXR labels against radiologist image review found only 1% case capture; a curated-cohort DenseNet121 reached ROC-AUC 0.853.

Aug 15, 20264 min2608.10084

DREAM Improves Taobao Feed Metrics Without Replacing Rankers

An intent engine and agentic meta-control layer steer existing recommendation stages, lifting GMV 1.31% when extended through fine ranking.

Aug 15, 20264 min2608.09408

Universal Density Parameter Determines Graph Percolation Thresholds

Unfolding and refolding witness graphs lets the authors characterize critical activation density for every fixed graph H, including witnesses larger than the host graph.

Aug 14, 20264 min2605.15066

Enterprise AI Use Spreads Across Roles but Varies Widely

Linked ChatGPT Enterprise records trace adoption, worker activity, and task use across more than 1,500 organizations and 17 million messages.

Aug 14, 20265 min2608.12236

Agent Swarm Cuts Complex Task Latency Up To 4.5×

Kimi K2.5 couples joint text-vision training with dynamically scheduled parallel subagents, improving agentic search scores while reducing time to target quality.

Aug 13, 20264 min2602.02276

Kaonic Deuterium X-Rays Expose the K−n Threshold Interaction

SIDDHARTA-2 isolates rare deuterium X-rays with timing-selected silicon detectors, measuring an −810.9 eV 1s shift and 812 eV width.

Aug 13, 20265 min2608.10749

Full-Context Rendering Reduces Music Codec Exposure Bias

FullDiT conditions a diffusion transformer on imperfect eight-stream codec plans, lyrics, and captions, improving ViSQOL by 0.77 under synthetic corruption.

Aug 12, 20264 min2608.08787

Pressure Reveals a Fragile Bright Magnetic Exciton

Hydrostatic compression extinguishes NiPS3 photoluminescence by 1.5 GPa without magnetic, structural, or electronic reconstruction.

Aug 11, 20264 min2607.27695

Non-Backtracking Walks Reach Collisions Near the Square-Root Scale

Expected self-intersection time is O(√n log n) on bounded-degree graphs and O(√n) for regular graphs with a uniform spectral gap.

Aug 11, 20263 min2608.09729

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