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AI Code Sandboxes: A Comparative Security Study. Part 1 of 2 -- Engine-Level Properties (Attack Surface, Leakage, Stackability, CVE History, Patch Cadence, Fuzzing)
arXiv:2606.08433v1 Announce Type: new Abstract: This paper reads six engine-level measurements together -- 1.1 host attack surface, 1.2 information leakage, 1.3 defense-in-depth stackability, 1.4 public CVE history, 1.5 patch cadence, and 1.6 upstream fuzzing posture -- to describe how five AI-sandbox products isolate guest code from the host kernel. No single axis is a sufficient basis for a comparative judgement; the cross-axis reading is the load-bearing analysis. Three high-level...
Americans warned World Cup travel routes could carry crime and kidnapping risks
The U.S. State Department has updated its travel advisory for Americans who are planning international trips this summer, including those expected to attend matches during the 2026 FIFA World Cup. The updated advisory, issued May 29, applies to Mexico, one of three countries hosting the 2026 FIFA World Cup alongside the United States and Canada. The advisory remains at a "Level 2: Exercise Increased Caution" warning, citing concerns about terrorism, crime and kidnapping.
Americans warned popular travel routes this summer could carry crime and kidnapping risks
The U.S. State Department has updated its travel advisory for Americans who are planning international trips this summer, including those expected to attend matches during the 2026 FIFA World Cup. The updated advisory, issued May 29, applies to Mexico, one of three countries hosting the 2026 FIFA World Cup alongside the United States and Canada. The advisory remains at a "Level 2: Exercise Increased Caution" warning, citing concerns about terrorism, crime and kidnapping.
'Murcia deploys Military Emergencies Unit to Espuña fire and calls for better coordination'
The fire has led Murcia’s government to put the Military Emergency Unit on alert and raise the Infomur plan to level 2, as regional and central authorities swap messages over the need for coordination. The wildfire that broke out in the Sierra de Espuña, in the interior of the province of Murcia, has led to the activation of an emergency operation and put the Military Emergencies Unit (UME) on alert, due to the risk that strong gusts of wind could complicate efforts to bring it under...
DENSER: Depth-Guided Ensemble with Staged EFA-GS Reconstruction for Soccer Novel View Synthesis
arXiv:2606.01419v1 Announce Type: new Abstract: We propose DENSER, a Depth-guided ENSemble with Staged EFA-GS Reconstruction for soccer novel view synthesis. DENSER extends EFA-GS with three key contributions: (1) camera-height-based loss weighting that prioritises ground-level broadcast views, (2) monocular depth supervision from Depth-Anything-V2 to regularise geometry in textureless regions, and (3) a three-model pixel-average ensemble whose members diverge from a shared base checkpoint...
A rapid low-background assay of $^{210}$Pb in archaeological lead
Announce Type: replace Abstract: In this work, we present a fast and highly efficient method for the measurement of $^{210}$Pb in metallic archaeological lead using the commercial low-background liquid scintillation counter Wallac Quantulus 1220 installed at the University of Milano-Bicocca (Italy). By combining an optimized chemical preparation with pulse-shape analysis (PSA), the technique achieves sensitivities at the level of a few $10^2$ mBq/kg within one week of measurement, using...
Party chief makes Nepal's first India trip since uprising
Party chief makes Nepal's first India trip since uprising NEW DELHI: Nepal's ruling party chief called for closer economic and strategic cooperation with India on Tuesday (Jun 2), on the first high-level visit since deadly 2025 anti-corruption youth protests toppled the previous government. But this trip to a key ally was not by Nepal's new prime minister - 36-year-old rapper-turned-politician Balendra Shah. Shah has shunned meetings with several foreign envoys to Nepal and, according to his...
Scaffold Effects on GAIA: A Controlled Comparison
Announce Type: new Abstract: Published agent capability scores conflate what a model can do with what its scaffold lets it do, and the magnitude of this elicitation gap is not well characterized under controlled conditions. This study executes a pre-registered controlled comparison of three scaffolds (ReAct, a Planner-Actor-Rater multi-agent design, and planner-then-executor) across five models from three providers (Claude Opus 4.7, Sonnet 4.6, Haiku 4.5; Gemini 3.1 Pro Preview; GPT-5.5) on...
MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion
arXiv:2509.17446v3 Announce Type: replace Abstract: Multimodal intent recognition (MMIR) suffers from weak semantic grounding and poor robustness under noisy or rare-class conditions. We propose MVCL-DAF++, which extends MVCL-DAF with two key modules: (1) Prototype-aware contrastive alignment, aligning instances to class-level prototypes to enhance semantic consistency; and (2) Coarse-to-fine attention fusion, integrating global modality summaries with token-level features for hierarchical...
MVCL-DAF++: Enhancing Multimodal Intent Recognition via Prototype-Aware Contrastive Alignment and Coarse-to-Fine Dynamic Attention Fusion
arXiv:2509.17446v4 Announce Type: replace Abstract: Multimodal intent recognition (MMIR) suffers from weak semantic grounding and poor robustness under noisy or rare-class conditions. We propose MVCL-DAF++, which extends MVCL-DAF with two key modules: (1) Prototype-aware contrastive alignment, aligning instances to class-level prototypes to enhance semantic consistency; and (2) Coarse-to-fine attention fusion, integrating global modality summaries with token-level features for hierarchical...