AI Papers - 2026-01-07

Today's top AI research papers from arXiv: - SafeRedir: Prompt Embedding Redirection for Robust Unlearning in Image Generation Models: https://arxiv.org/abs/2601.08623v1 - WaterCopilot: An AI-Driven Virtual Assistant for Water Management: https://arxiv.org/abs/2601.08559v1 - Why AI Alignment Failure Is Structural: Learned Human Interaction Structures and AGI as an Endogenous Evolutionary Shock: https://arxiv.org/abs/2601.08673v1 - VideoHEDGE: Entropy-Based Hallucination Detection for Video-VLMs via Semantic Clustering and Spatiotemporal Perturbations: https://arxiv.org/abs/2601.08557v1 - Pervasive Annotation Errors Break Text-to-SQL Benchmarks and Leaderboards: https://arxiv.org/abs/2601.08778v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.