arXiv:2611.05556v1 Announce Type: new Abstract: LLM-as-a-judge is a common substitute for costly human evaluation, and aggregating several judges is the…
Iterated creation, grading, and revision of data science projects by language models
arXiv:2611.05548v1 Announce Type: new Abstract: We evaluate the extent to which agentic AI models can complete an end-to-end data science project, and how…
AI News Brief Hourly Summary 2026-11-05 07h : 12 posts
12 posts published in the last hour 05:35MA-SafeDiffuser: Safe Multi-Agent Planning with Diffusion Probabilistic Models 05:35Towards Efficient Whole Page Ranking with One-Pass Inference 05:34Towards Robust Long-Lived Agents: Benchmarking Experience Lifecycles in Evolving Environments 05:34SlackBench: Benchmarking Agents on Collaborative Projects Grounded…
MA-SafeDiffuser: Safe Multi-Agent Planning with Diffusion Probabilistic Models
arXiv:2611.05524v1 Announce Type: new Abstract: We propose MA-SafeDiffuser, a multi-agent extension of SafeDiffuser that equips diffusion-based trajectory…
Towards Efficient Whole Page Ranking with One-Pass Inference
arXiv:2611.05542v1 Announce Type: new Abstract: Whole-page ranking jointly optimizes advertisements and organic content to balance business outcomes and…
Towards Robust Long-Lived Agents: Benchmarking Experience Lifecycles in Evolving Environments
arXiv:2611.05450v1 Announce Type: new Abstract: As agents become more capable, they are moving beyond one-off tasks toward sustained assistance across…
SlackBench: Benchmarking Agents on Collaborative Projects Grounded in Real Code Repositories
arXiv:2611.05512v1 Announce Type: new Abstract: AI Agents are becoming digital coworkers that can browse the web, write code, run experiments, and assist…
Can Large Language Models Review the Scientific Literature? A Test Against a 102-Article Benchmark
arXiv:2611.05459v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to support scientific literature reviews, yet…
AI News Brief Roundup: 2026-11-05 Overnight
AI News Brief: Overnight roundup, 2026-11-05 Summary This period saw a significant surge in research focused on enhancing the physical grounding and reliability of AI, particularly in robotics, autonomous driving, and multimodal reasoning. A recurring theme is the movement away…
Who May Overrule the Agent? Evidence-Gated Authority in LLM Review Institutions
arXiv:2611.05390v1 Announce Type: new Abstract: Multi-agent language-model systems often add a reviewer to improve an upstream agent’s decision. Yet a…
Challenge-Aware Knowledge Recruitment with Meta-Agent Supervision for Medical Multi-Agent Reasoning
arXiv:2611.05393v1 Announce Type: new Abstract: Large language models perform strongly on standard medical QA but degrade on harder reasoning tasks, where…
A Feasibility Condition for Confidence-Gated Tiered LLM Inference
arXiv:2611.05394v1 Announce Type: new Abstract: Tiered inference distributes large language model computation across a hierarchy of devices, from…
Agent Harness Awareness: Turning Verified Telemetry into Operational Control for Tool-Using Agents
arXiv:2611.05391v1 Announce Type: new Abstract: Tool descriptions tell an agent what an action can do, but they do not necessarily reveal whether that…
Uncertainty-Aware Resource Orchestration for Agentic AI Systems
arXiv:2611.05392v1 Announce Type: new Abstract: Agentic artificial intelligence (AI) systems powered by large language models (LLMs) execute as autonomous…
AI News Brief Hourly Summary 2026-11-05 06h : 10 posts
10 posts published in the last hour 04:34VIGOR: Visual Gain Ordering for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models 04:34FloMo: 3D Scene Flow as a World Action Model Intermediate for Learning from Human Video 04:33Molecular Prior Networks 04:33Trajectory Evaluation…
VIGOR: Visual Gain Ordering for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models
arXiv:2611.05066v1 Announce Type: cross Abstract: Multimodal discrete diffusion language models (dLLMs) generate responses through iterative mask…
FloMo: 3D Scene Flow as a World Action Model Intermediate for Learning from Human Video
arXiv:2611.05062v1 Announce Type: cross Abstract: Pretrained video generation models distill internet-scale motion priors into robot policies, but full…
Molecular Prior Networks
arXiv:2611.05103v1 Announce Type: cross Abstract: Predicting affinity between small molecules and their protein targets remains one of the central…