arXiv:2611.05739v1 Announce Type: new Abstract: Coding agents must deliver correct software while respecting users’ expertise, preferences, and working…
Quantifying Trait-State Hierarchy in EEG Foundation Model and Signal Processing Embeddings
arXiv:2611.05652v1 Announce Type: new Abstract: Electroencephalography (EEG) measures brain activity through recording electrical potentials of the scalp.…
Combining Relevant Expert Knowledge Using Mixtures of Feedback Fuzzy Cognitive Maps
arXiv:2611.05664v1 Announce Type: new Abstract: A neuro-symbolic system should combine only relevant answers from expert agents or other knowledge…
Route to Remember: Adaptive Memory Selection for LLM Agents
arXiv:2611.05636v1 Announce Type: new Abstract: The memory of production agents is increasingly becoming a bottleneck and is built almost exclusively from…
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,…
Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge
arXiv:2611.05662v1 Announce Type: new Abstract: Evaluating open-ended agent tasks increasingly falls to an Agent-as-a-Judge: an evaluator handed tools and…
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.…
Attributing Agent Failures to Their History Needs an Executed Counterfactual: Toward a Reporting Standard
arXiv:2611.05650v1 Announce Type: new Abstract: Published explanations of why long-horizon agents fail are commonly taxonomies labeled over completed…
AI News Brief Hourly Summary 2026-11-05 08h : 11 posts
11 posts published in the last hour 06:37ViBench 2.0: A Benchmark for Long-Horizon Software Building 06:37Anduin: A sybil-resistant agentic marketplace reputation system 06:36Verified but Vacuous: Three Failure Surfaces of LLM-Driven Verified Code Generation 06:36Assurance-Conditioned Continuous Authorization for Autonomous AI Agents…
ViBench 2.0: A Benchmark for Long-Horizon Software Building
arXiv:2611.05620v1 Announce Type: new Abstract: On Replit, our agentic engineering platform, users now build entire products without writing code, through…
Anduin: A sybil-resistant agentic marketplace reputation system
arXiv:2611.05586v1 Announce Type: new Abstract: As autonomous AI agents enter permissionless onchain markets, selecting new service providers remains a…
Verified but Vacuous: Three Failure Surfaces of LLM-Driven Verified Code Generation
arXiv:2611.05590v1 Announce Type: new Abstract: What should “verified” mean when evaluating LLM-generated code? Many existing pipelines report a single…
Assurance-Conditioned Continuous Authorization for Autonomous AI Agents
arXiv:2611.05632v1 Announce Type: new Abstract: Autonomous software agents can act through tools, delegate work, and change their models or execution…
[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.
Hybrid Spark: Adaptive Speculative Decoding That Lets the Content Choose the Drafter
arXiv:2611.05611v1 Announce Type: new Abstract: Speculative decoding (SD) speeds up large language model (LLM) serving, but its gain depends on the…
VirtualTrialHarness: Coordinating Agentic Operationalization of Virtual Trial Protocols Across Complex Clinical Schemas
arXiv:2611.05551v1 Announce Type: new Abstract: Virtual trials use routinely collected clinical data to evaluate treatment strategies, but translating a…
Whose Transparency is it Anyway? Understanding Generative AI Transparency Needs and Gaps Across Stakeholders
arXiv:2611.05549v1 Announce Type: new Abstract: Transparency has become a central principle in AI governance, yet there is little agreement about what…
BrainBind: Bridging Synchronized EEG and fMRI through Long-Form Naturalistic Video Representations
arXiv:2611.05581v1 Announce Type: new Abstract: Real-world vision is dynamic and scene-rich, while EEG and fMRI resolve it at complementary temporal and…