arXiv:2610.40476v1 Announce Type: new Abstract: In psychiatric practice, the clinical intake interview remains a primary diagnostic instrument, requiring…
Multistep and Multivariate Time Series Explainability with GradientSHAP: A Wind Power Case Study
arXiv:2610.40330v1 Announce Type: new Abstract: As the effects of climate change become increasingly apparent, the demand for renewable energy sources…
Beyond Selected Breakthroughs: Evaluating Language Models on Randomly Sampled Mathematical Conjectures
arXiv:2610.40382v1 Announce Type: new Abstract: The last year has seen a shift in AI-assisted mathematics, with frontier language models producing proofs…
Reaction precedents extend retrosynthetic prediction beyond training coverage
arXiv:2610.40249v1 Announce Type: new Abstract: Reaction precedents guide retrosynthesis, but how far they can compensate for gaps in task-specific…
EpiAgent: Epistemic Self-Play for LLM Agents
arXiv:2610.40227v1 Announce Type: new Abstract: Epistemic game theory explains an agent’s strategic behavior via the beliefs it holds about others and how…
Distributional Reward Calibration and Budget-Neutral Credit Assignment for Multimodal RLVR
arXiv:2610.40250v1 Announce Type: new Abstract: We revisit advantage estimation in Group Relative Policy Optimization (GRPO) and observe that any…
Neighborhood Elites: Quality-Diversity Search for Uncertainty Quantification in Question Answering
arXiv:2610.40278v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly capable, yet they produce wrong answers indistinguishable…
EnvOS: Auditing Computer-Use Agents When the World Moves On : Phenomenon-Based Task Construction, Certification, and Evidence-Based Evaluation
arXiv:2610.40246v1 Announce Type: new Abstract: Computer-use agents built on large language models (LLMs) work in software that can change while they act:…
AI News Brief Hourly Summary 2026-10-31 19h : 14 posts
14 posts published in the last hour 17:34Bridging Semantics and Structure: A Theoretically Grounded Framework for Link Prediction on TAGs 17:34DynaRev: Benchmarking Web Agents under Dynamic Goal Revision 17:34Locating and Closing Information Gaps in Multi-Agent Systems 17:33A Negotiation-Aware Hybrid LLM…
Bridging Semantics and Structure: A Theoretically Grounded Framework for Link Prediction on TAGs
arXiv:2610.40192v1 Announce Type: new Abstract: Link prediction on text-attributed graphs (TAGs) is a fundamental problem with applications in knowledge…
DynaRev: Benchmarking Web Agents under Dynamic Goal Revision
arXiv:2610.40133v1 Announce Type: new Abstract: Web agents are typically evaluated with goals fully specified before execution and fixed thereafter,…
Locating and Closing Information Gaps in Multi-Agent Systems
arXiv:2610.40186v1 Announce Type: new Abstract: Multi-step Web tasks often require several LLM agents to gather and combine evidence. The communication…
A Negotiation-Aware Hybrid LLM Framework for Intent Interpretation and Service Discovery
arXiv:2610.40161v1 Announce Type: new Abstract: Increasingly, users express their needs as natural-language intents rather than structured requests. These…
Can enterprise AI pay for the boom?
The artificial intelligence buildout is making an enormous bet on what businesses will eventually be willing to pay for intelligence. In our research this…
The generative paradox: the Anti-Prompt paradigm for human capability
arXiv:2610.40151v1 Announce Type: new Abstract: Generative AI in education is usually judged by the output of human-AI teams. That focus overlooks a…
AI News Brief Roundup: 2026-10-31 Afternoon
AI News Brief: Afternoon roundup, 2026-10-31 25 articles summarized 6 sources Sources in this roundup cs.AI updates on arXiv.org 18 article(s) Latent Space 2 article(s) Unite.AI 2 article(s) AI News & Artificial Intelligence | TechCrunch 1 article(s) AI | The…
Agentic process evidence
arXiv:2610.40071v1 Announce Type: new Abstract: The way software gets built is changing dramatically. AI agents now create pull requests, select…
Cheap Retrieval and Observation Credit Assignment from One Quantity: The Value of Information
arXiv:2610.40030v1 Announce Type: new Abstract: Memory in reinforcement learning raises two problems. Attention finds the relevant item by scoring the…