AI Papers - 2026-07-10

Today's papers: - Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks: https://arxiv.org/abs/2607.07907v1 - COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation: https://arxiv.org/abs/2607.08071v1 - Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning: https://arxiv.org/abs/2607.07708v1 - Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization: https://arxiv.org/abs/2607.08057v1 - From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier: https://arxiv.org/abs/2607.07779v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.