AI Papers - 2026-08-18

Today's papers: - Agent Gym: A Framework for Continuous Evaluation and Evolution of LLM Agents Through Human-in-the-Loop Feedback: https://arxiv.org/abs/2608.15591v1 - Emergent Misaligned Communication in Long-Horizon Multi-Agent LLM Commerce: https://arxiv.org/abs/2608.14825v1 - Self-Supervised Visual On-Policy Distillation: https://arxiv.org/abs/2608.14144v1 - FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making: https://arxiv.org/abs/2608.15004v1 - BGA: A noise-immune neural distillation framework for malicious signature extraction in high-entropy encrypted flows: https://arxiv.org/abs/2608.14126v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.