AI Papers - 2026-07-23

Today's papers: - Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing: https://arxiv.org/abs/2607.19064v2 - Attributes Should Come from Images, Not Class Names: Distribution-Conditioned Attribute Selection for Vision-Language Models: https://arxiv.org/abs/2607.18695v1 - Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis: https://arxiv.org/abs/2607.20216v1 - Overview of FinMMEval 2026 Task 1: Multilingual Financial Multiple-Choice Question Answering: https://arxiv.org/abs/2607.19856v1 - Data Leakage Prevention in Agentic Applications via Preemptive Hardening: https://arxiv.org/abs/2607.18847v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.