AI Papers - 2026-01-24

Today's papers: - How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design Factors: https://arxiv.org/abs/2601.21961v1 - Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models: https://arxiv.org/abs/2601.22060v1 - Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities: https://arxiv.org/abs/2601.21937v1 - Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers: https://arxiv.org/abs/2601.22139v1 - The Patient is not a Moving Document: A World Model Training Paradigm for Longitudinal EHR: https://arxiv.org/abs/2601.22128v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.