arXiv:2608.13136v1 Announce Type: cross Abstract: With the rapid advancement of large language models (LLMs), research idea generation has attracted…
Category: AI
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…