13 posts published in the last hour 19:32Beyond Handcrafted Security: Towards Self-Evolving Defense for LLM Agents 19:32UniTraffic-Agent: Unified Traffic Video Reasoning for AI City Challenge 2026 Track 3 with Two Out-of-Domain Evaluations 19:32Static analysis-guided agentic AI translation enables Rust as…
Beyond Handcrafted Security: Towards Self-Evolving Defense for LLM Agents
arXiv:2608.12977v1 Announce Type: cross Abstract: The expanding operational capabilities of large language model (LLM) agents introduce sophisticated…
UniTraffic-Agent: Unified Traffic Video Reasoning for AI City Challenge 2026 Track 3 with Two Out-of-Domain Evaluations
arXiv:2608.13031v1 Announce Type: cross Abstract: Traffic video understanding has become an important problem in intelligent transportation, as road…
Static analysis-guided agentic AI translation enables Rust as a full stack bioinformatics language
arXiv:2608.13029v1 Announce Type: cross Abstract: The field of bioinformatics struggles with legacy code – old code that is commonly used but may no…
Generative Universal Multimodal Retrieval with Dual-role Identifiers
arXiv:2608.12987v1 Announce Type: cross Abstract: Generative information retrieval (GIR) has emerged as a compelling alternative to the conventional…
Okta targets AI agent token costs with MCP scoping
Okta says identity-scoped Model Context Protocol (MCP) tool lists can reduce AI agent token costs. Each model call made by an AI agent can include…
Operationalizing Cyber Threat Intelligence with GraphRAG
arXiv:2608.13050v1 Announce Type: cross Abstract: When a security researcher publishes a report on a cyberattack, detection engineers are supposed to turn…
H-VAEP and H-xT: Valuing Offensive On-the-Ball Actions in Handball by Estimating Probabilities
arXiv:2608.12926v1 Announce Type: cross Abstract: Traditional player evaluation in professional handball relies on basic box-score metrics or heuristic…
The Objective Is the Bottleneck: Latent World Models Encode What Their Planners Cannot Use
arXiv:2608.12959v1 Announce Type: cross Abstract: Latent world models are judged by how well they predict, so when planning fails at long horizons the…
AutoQuREO: A Framework for Automated Quantum Resource Estimation and Optimization
arXiv:2608.12936v1 Announce Type: cross Abstract: As quantum computing progresses from proof-of-principle demonstrations toward practical utility, a…
InFactPlanner: Planning Sustainable Geo-Distributed LLM Data Centers
arXiv:2608.12915v1 Announce Type: cross Abstract: The rapid growth of LLM inference is shifting sustainability concerns from one-time training to…
Grok 4.6 Arrives in GitHub Copilot Across Eight Development Surfaces
xAI’s Grok 4.6 is now rolling out in GitHub Copilot, two days after the model’s August 12, 2026 release, the company announced on August 14, 2026. The…
Discovering Efficient and Explainable Communication Topologies for LLM-based Multi-Agent Systems via Causal Inference
arXiv:2608.12921v1 Announce Type: cross Abstract: The performance of large language model (LLM)-based multi-agent systems (MAS) largely depends on…
AI News Brief Hourly Summary 2026-08-14 21h : 12 posts
12 posts published in the last hour 18:32Labels Are Not Endpoints: Treatment Leakage and Construct Validity in MCP Agent Security Evaluation 18:32NaviDC-OCR: Navigating Document Parsing Across Digital and Camera-Captured Documents 18:32EGRL: Edge generation-guided relation-aware learning for RNA-protein interaction prediction 18:32A…
Labels Are Not Endpoints: Treatment Leakage and Construct Validity in MCP Agent Security Evaluation
arXiv:2608.12880v1 Announce Type: cross Abstract: Security evaluations of tool-using agents often equate stored labels with behavioral facts. We audit a…
NaviDC-OCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
arXiv:2608.12898v1 Announce Type: cross Abstract: Document parsing aims to transform unstructured documents into structured and machine-readable…
EGRL: Edge generation-guided relation-aware learning for RNA-protein interaction prediction
arXiv:2608.12906v1 Announce Type: cross Abstract: RNA-Protein Interactions (RPIs) are critical for regulating cellular functions. While traditional…
A Compositional Theory of Curvature in Probabilistic Circuits
arXiv:2608.12869v1 Announce Type: cross Abstract: Probabilistic Circuits (PCs) are generative models that support exact inference and, unlike deep neural…