Researchers from leading institutions have developed AI platforms that leverage large language models to automate complex gene-editing experiment design and interdisciplinary scientific research. CRISPR-GPT integrates expert knowledge with LLM reasoning to assist users across expertise levels in planning and executing CRISPR protocols, democratizing gene editing. Separately, the Virtual Lab platform coordinates specialized AI agents to simulate sophisticated scientific workflows, pioneering a new model for AI-assisted discovery and hypothesis testing.