arXiv:2611.03723v1 Announce Type: new Abstract: Deep Research (DR) systems extend large language models into autonomous agents that decompose complex…
From Logs to Faults: Reference-Free Fault Localization for Retrieval-Augmented Generation Pipelines
arXiv:2611.03725v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) pipelines are widely used for domain-specific question answering, yet…
Unsatz: Evaluating Scientific Discovery Without a Given Ansatz
arXiv:2611.03713v1 Announce Type: new Abstract: Before a scientist fits any parameter, they must decide what the model contains: which quantities exist,…
Anthropic warns that it’s very close to RSI capability, aka self-building AI
RSI is the point at which AI grows so good at training itself that it spawns a dramatic acceleration of AI capabilities. To the AI doomers, RSI represents…
Counterexample-driven autonomous research with application to excess radiated energy in a Z-pinch
arXiv:2611.03721v1 Announce Type: new Abstract: Recent breakthroughs in artificial-intelligence-assisted mathematics show that open-ended machine search…
AI News Brief Hourly Summary 2026-11-04 07h : 12 posts
12 posts published in the last hour 05:34CARD: A Proof-Carrying Certificate-to-Action Interface for Relative-Measurement Graphs 05:34LOLPlay: Benchmarking Real-Time Visual Agents in League of Legends 05:34Functional-Group Knowledge Is Structured in Language Models Before It Is Spoken 05:33Alignment Faking Depends on the…
CARD: A Proof-Carrying Certificate-to-Action Interface for Relative-Measurement Graphs
arXiv:2611.03651v1 Announce Type: new Abstract: Geometric certificates make mathematical claims about specified estimator objects, while robotic action…
LOLPlay: Benchmarking Real-Time Visual Agents in League of Legends
arXiv:2611.03685v1 Announce Type: new Abstract: Visual agents need to coordinate reasoning and action while their environment evolves during inference. We…
Functional-Group Knowledge Is Structured in Language Models Before It Is Spoken
arXiv:2611.03684v1 Announce Type: new Abstract: Language models serve as the reasoning core of agents for chemistry and materials science, where they must…
Alignment Faking Depends on the Value, Not Just the Model
arXiv:2611.03650v1 Announce Type: new Abstract: Language models can follow a directive when they believe they are monitored and abandon it when they…
Web host Squarespace lays off 19% of its employees
The website builder said that the job losses are part of a broader restructuring of its organization.
MCPGuard: Finding Conformance Gaps in MCP SDKs via Dual-Track Analysis and Dynamic Adjudication
arXiv:2611.03662v1 Announce Type: new Abstract: The Model Context Protocol (MCP) connects large language model agents to external tools and services…
AI News Brief Roundup: 2026-11-04 Overnight
AI News Brief: Overnight roundup, 2026-11-04 Summary This period is dominated by a rigorous push toward reliability and governance in agentic AI, with several papers focusing on the gap between an agent's internal reasoning and its actual outcomes. Research spans…
ComplianceAtlas: A Taxonomy-Driven Agentic AI Framework for Automated AI Act Gap Analysis and Remediation
arXiv:2611.03121v1 Announce Type: new Abstract: Assessing regulatory compliance for high-risk AI systems requires systematic identification of technical…
Toward Knowledge-Centric AI: Discovering, Internalizing, and Using Explicit Knowledge Across Agents and Generations
arXiv:2611.03157v1 Announce Type: new Abstract: Knowledge is how understanding accumulates across people and generations: durable records that outlive…
From Local Skills to Long-Horizon Web Tasks: Progressive Skill Exploration for LLM Web Agents
arXiv:2611.03116v1 Announce Type: new Abstract: Large language models (LLMs) are driving autonomous agents toward real-world environments, with the Web…
Calibration-Constrained Diagnostics for Evaluating LLM Self-Evaluation
arXiv:2611.02253v2 Announce Type: new Abstract: We introduce a reusable evaluation artifact for diagnosing whether LLM self-reported confidence can…
CUA-Master: Scaling Computer-use Agents through Open-World Recursive Improvements
arXiv:2611.03126v1 Announce Type: new Abstract: Despite recent advances in CUAs, their development remains constrained by the limited diversity,…