Machine Heart

Jul 1, 2026 · Artificial Intelligence

Beyond One-Word Prompts: How the Open-Source GenEvolve Agent Uses Tool Orchestration for Image Generation

GenEvolve, an open-source self-evolving image-generation agent, orchestrates search, image retrieval, and knowledge tools into a prompt-reference program, handling knowledge-anchored and quality-anchored tasks; experiments show it outperforms baseline generators on both standard and strong renderers, with open data and code released.