arXiv:2610.37699v1 Announce Type: cross Abstract: As multi-agent language model networks become widely deployed, predicting their collective behavior is a…
FVH-Bench: Evaluating Image Generator Safety Beyond Overtly Harmful Imagery
arXiv:2610.37722v1 Announce Type: cross Abstract: Modern image generators can produce complex visual artifacts, including diagrams, interfaces, and…
DuQUAD: A Dual-View Framework with Quality-Aware Evidence Pruning for Multi-Document Question Answering
arXiv:2610.37701v1 Announce Type: cross Abstract: Large language models with retrieval-augmented generation systematically underutilize evidence in the…
Judge allows NAACP lawsuit over xAI data center pollution to move forward
An NAACP lawsuit accuses the SpaceX-owned AI company of violating the Clean Air Act.
The Coordination Tax and the Heterogeneity Dividend: Break-Even Conditions for Multi-Agent LLM Pipelines
arXiv:2610.37700v1 Announce Type: cross Abstract: Multi-agent LLM pipelines built on interoperability protocols such as the Open Floor Protocol (OFP) or…
Bouba Beats Kiki, and Other Regularities in the Subjective Preferences of LLMs
arXiv:2610.37692v1 Announce Type: cross Abstract: Users engage with large language models on tasks that are purely objective (“When was Netflix…
GenAI as an ‘Invisible Hand’ in Opinion Dynamics: Evidence from a Group-Level Simulation Study
arXiv:2610.37689v1 Announce Type: cross Abstract: Recent arguments suggest that genAI can act as an invisible hand that gradually shapes social…
Cassette-Editor: A Video Editing Agent That Edits the Way You Do
arXiv:2610.37690v1 Announce Type: cross Abstract: Language agents increasingly work by calling tools on a persistent artifact, such as a code repository,…
Where Planning Changes the Outcome of Orbital Games
arXiv:2610.37686v1 Announce Type: cross Abstract: This paper introduces OrbitalGym, a simulation environment for studying when planning algorithms or…
One Confidence Threshold, Unequal Coverage: Language Gaps in Typed Decision Interfaces and How Translating Inputs Reduces Them
arXiv:2610.37688v1 Announce Type: cross Abstract: Deployed classifiers often act on a prediction only when its confidence clears a threshold and pass the…
AI News Brief Hourly Summary 2026-10-31 22h : 11 posts
11 posts published in the last hour 20:34From Geometry to Behavior: How Instruction Exposure Unlocks Latent Rhetorical Directions in LLMs 20:33Supervised Fine-Tuning for Reasoning Large Language Models: A Survey 20:33Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment 20:33Prompt-agnostic…
From Geometry to Behavior: How Instruction Exposure Unlocks Latent Rhetorical Directions in LLMs
arXiv:2610.37685v1 Announce Type: cross Abstract: Language models do not merely memorize facts; they absorb rhetorical strategies from pretraining data,…
Supervised Fine-Tuning for Reasoning Large Language Models: A Survey
arXiv:2610.37681v1 Announce Type: cross Abstract: Large reasoning models have recently demonstrated remarkable capabilities in solving complex tasks,…
Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment
arXiv:2610.37682v1 Announce Type: cross Abstract: Listwise preference feedback offers richer supervision for large language model (LLMs) alignment than…
Prompt-agnostic Language Models
arXiv:2610.37683v1 Announce Type: cross Abstract: Despite their strong performance, large language models remain highly sensitive to prompt formulation.…
An Introduction to Large Language Models for Scientists and Professionals
arXiv:2610.37684v1 Announce Type: cross Abstract: Large Language Models (LLMs) have rapidly become important tools for science, education, medicine, and…
Artifact Distillation: Training-Free Transfer from Frontier to Small Language Models
arXiv:2610.37680v1 Announce Type: cross Abstract: Closing the gap between frontier and smaller language models is usually approached by distillation:…
VeriCUA: Verification as Agentic Exploration for Computer-Using Agents
arXiv:2610.40578v1 Announce Type: new Abstract: Building and scaling computer-using agents (CUAs) across desktop, mobile, and web environments requires…