arXiv:2610.12975v1 Announce Type: new Abstract: We present SmartSalesBench, the first multi-turn conversational benchmark explicitly designed to evaluate…
Beyond Semantic IDs: Finite-Beam Reachability and Continuous-Query Generation in Generative Recommendation
arXiv:2610.12977v1 Announce Type: new Abstract: Generative recommendation (GR) of social media platforms commonly retrieves items by autoregressively…
MathVis: Can AI Reason through Drawing? A Benchmark for Mathematical Figure Generation
arXiv:2610.12954v1 Announce Type: new Abstract: This paper introduces MathVis, a benchmark designed to evaluate LLMs’ ability to visualize frontier…
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction
arXiv:2610.12984v1 Announce Type: new Abstract: Computer-use agents can perform increasingly complex GUI tasks, yet unfamiliar software and workflows…
Benchmarking Embedding Geometries and Clustering Algorithms for Unsupervised Patent Claim Classification
arXiv:2610.12997v1 Announce Type: new Abstract: Prior-art retrieval systems are structurally organized around classification codes, making cross-code…
Collaborative Learning and Reasoning over Model Slices
arXiv:2610.12927v1 Announce Type: new Abstract: Large language models (LLMs) excel across diverse tasks, benefiting from knowledge priors, in-context…
Teaching neural decoders with language
arXiv:2610.12921v1 Announce Type: new Abstract: Brain-computer interfaces decode neural activity, yet class-label supervision (CLS) leaves relationships…
Learning More by Training Less: Uncertainty-Guided Progressive Contraction for Efficient Reasoning Post-Training
arXiv:2610.12933v1 Announce Type: new Abstract: Large language models have achieved remarkable advances in complex reasoning. However, scaling reasoning…
AI-Mediation in Retail Markets: Revenue Effects and Assortment Optimization
arXiv:2610.12917v1 Announce Type: new Abstract: AI shopping assistants increasingly influence which products consumers consider. We study retail…
DeFiRank: Federated Pairwise Ranking for Governance in Decentralized Financial Networks
arXiv:2610.12916v1 Announce Type: new Abstract: Existing governance approaches in decentralized financial networks rely on manual review processes…
AI News Brief Hourly Summary 2026-10-12 08h : 10 posts
10 posts published in the last hour 05:32Collaborative Theory of Mind: Learning to Self-Revise by Anticipating User Responses 05:32OGPO: Offline Goal-conditioned Policy Optimization for Recoverable Vision-Language-Action Models 05:31Mitigating Capability Degradation in LLM Self-Improvement via Representation Geometry Regularization 05:31One-Step Text Generation…
Collaborative Theory of Mind: Learning to Self-Revise by Anticipating User Responses
arXiv:2610.12872v1 Announce Type: new Abstract: Large language models (LLMs) demonstrate strong individual task performance, yet still struggle to…
OGPO: Offline Goal-conditioned Policy Optimization for Recoverable Vision-Language-Action Models
arXiv:2610.12914v1 Announce Type: new Abstract: Vision-language-action (VLA) models have shown strong promise in robotic manipulation, yet their…
Mitigating Capability Degradation in LLM Self-Improvement via Representation Geometry Regularization
arXiv:2610.12855v1 Announce Type: new Abstract: On-Policy Self-distillation is a self-improvement paradigm that enables large language models (LLMs) to…
One-Step Text Generation by Seq-Drifting
arXiv:2610.12879v1 Announce Type: new Abstract: Diffusion language models generate tokens in parallel, but still require multiple sampling steps to…
Mind the Spatial Gap: A Benchmark for Geospatial Reasoning and Constrained Spatial Editing
arXiv:2610.12881v1 Announce Type: new Abstract: Understanding and manipulating spatial relations is fundamental to AI systems that reason about physical…
Neural networks are more modular than single neurons suggest
arXiv:2610.12842v1 Announce Type: new Abstract: Neural networks routinely develop representations in which individual neurons contribute to multiple…
Towards Defining, Measuring, and Leveraging Creativity in AI Applications
arXiv:2610.12845v1 Announce Type: new Abstract: Despite extensive research, computational creativity still lacks a conceptually grounded, practically…