arXiv:2611.07874v1 Announce Type: new Abstract: Armed conflict can increase the value of Generative AI (GenAI) while undermining the conditions required…
Generate-then-Rank: Learning Symbolic Goal Interpretation for Embodied Agents
arXiv:2611.07825v1 Announce Type: new Abstract: Goal interpretation is to translate a natural language instruction into a formal symbolic goal that a…
Tencent WeVisOne-VL Unifies Detection, OCR, Segmentation and Matting
Tencent’s WeChat Vision team released WeVisOne-VL, an Apache 2.0 vision language model in 2B and 4B sizes. It handles detection, OCR, counting,…
When Bigger Becomes Brittle: Why Compression Hurts More as Language Models Scale
arXiv:2611.07891v1 Announce Type: new Abstract: Quantization and pruning reduce the cost of deploying language models, but their effects are usually…
The Intrusion Pathway: How Non-Evidential Context Degrades Language Model Performance
arXiv:2611.07778v1 Announce Type: new Abstract: Language models lose accuracy when a prompt contains non-evidential context: irrelevant statements from…
Towards Generalist Graph-Level Anomaly Detection
arXiv:2611.07706v1 Announce Type: new Abstract: Graph-level anomaly detection (GLAD) aims to identify graphs that deviate significantly from the majority.…
MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents
arXiv:2611.07689v1 Announce Type: new Abstract: Large language model agents are increasingly deployed through the Model Context Protocol (MCP), which…
Pediatric ECG foundation model via adult-to-pediatric fine-tuning: downstream tasks and clinical evaluation
arXiv:2611.07717v1 Announce Type: new Abstract: Pediatric electrocardiogram (ECG) interpretation is complicated by age-dependent electrophysiological…
Google AI Research Releases Agile Deliberation Framework for Gray-Area Image Classifiers
Google Research released Agile Deliberation, a human-in-the-loop framework that helps users define subjective visual concepts through borderline images.…
RIVER: Evidence-guided multi-agent retrieval for enzyme–reaction discovery
arXiv:2611.07757v1 Announce Type: new Abstract: Enzyme function annotation and the identification of candidate enzymes for a given reaction are essential…
AI News Brief Hourly Summary 2026-11-06 09h : 14 posts
14 posts published in the last hour 07:37Don’t Prompt Your Agents. Equip Them: Skillware as a Modular Standard for Sovereign, Auditable, and Deterministic Capability Execution for Logical Systems 07:37Who Should Know What? Empirical Information Design for Multi-Agent LLM Economies 07:36Beneath…
Don’t Prompt Your Agents. Equip Them: Skillware as a Modular Standard for Sovereign, Auditable, and Deterministic Capability Execution for Logical Systems
arXiv:2611.07652v1 Announce Type: new Abstract: Current autonomous logical systems rely on a fragile assumption: that language models should dynamically…
Who Should Know What? Empirical Information Design for Multi-Agent LLM Economies
arXiv:2611.07667v1 Announce Type: new Abstract: The performance of multi-agent LLM systems depends not only on the capabilities of the underlying models…
Beneath the Surface: What We Overlook When We Talk About Agent Evolution
arXiv:2611.07624v1 Announce Type: new Abstract: Agent harness evolution enables recursive self-improvement (RSI) without updating model weights. We…
XIIlab Approves KRW 10B Convertible Bond to Expand AI Data Center Business
South Korean AI infrastructure company XIIlab disclosed in a November 6, 2026 regulatory filing that its board approved a KRW 10 billion privately placed…
PharmAgents2: Towards Autonomous End-to-End Drug Discovery
arXiv:2611.07653v1 Announce Type: new Abstract: Drug discovery requires continuous scientific decision-making across a vast research space. We introduce…
[AINews] It’s Swapping Season
November 4, 2026 — OpenAI’s Linux kernel security work, Kimi K3.1 Pro’s open weights, and Ricursive’s Ripple-65B.
Redacting Personal Data: A Speed and Accuracy Comparison of Regex, Presidio and Hybrid Designs
arXiv:2611.07633v1 Announce Type: new Abstract: Many enterprise projects now pass free text to large language models (LLMs), and that text often contains…