arXiv:2608.12921v1 Announce Type: cross Abstract: The performance of large language model (LLM)-based multi-agent systems (MAS) largely depends on…
Author: script
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…
SPARED: Reasoning-Based AI-Generated Image Detection via Adversarially Edited Data
arXiv:2608.12876v1 Announce Type: cross Abstract: Detecting AI-generated images is only half the task: a deployed detector must also justify its verdict,…
FSGR: Mitigating Token Frequency Bias for Fair SID-Based Generative Recommendation
arXiv:2608.12845v1 Announce Type: cross Abstract: Semantic ID (SID)-based generative recommendation has recently achieved remarkable success. However,…
BrainWAM: Action-Space Coordination of Semantic Priors and Predictive Dynamics for Autonomous Driving
arXiv:2608.12854v1 Announce Type: cross Abstract: Autonomous driving requires planning under both semantic constraints and predictive dynamics. Existing…
Heterogeneous Vision-Language Ensemble with Disagreement-Aware Reranking for Text-Based Person Anomaly Retrieval
arXiv:2608.12843v1 Announce Type: cross Abstract: Text-based person anomaly retrieval aims to retrieve pedestrians exhibiting anomalous behaviors from a…