AI Papers - 2026-01-26

Today's papers: - End-to-end Optimization of Belief and Policy Learning in Shared Autonomy Paradigms: https://arxiv.org/abs/2601.23285v1 - Adaptive Edge Learning for Density-Aware Graph Generation: https://arxiv.org/abs/2601.23052v1 - OrLog: Resolving Complex Queries with LLMs and Probabilistic Reasoning: https://arxiv.org/abs/2601.23085v1 - From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics: https://arxiv.org/abs/2601.23048v1 - The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?: https://arxiv.org/abs/2601.23045v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.