Here, Nick Greenfield discusses the evolution of One Codex from a microbiome analysis company to an integrated end-to-end provider. Greenfield brings up a few ideas that he has been incubating, particularly around large language models and data visualization. In a discussion about the future of One Codex, Greenfield shares upcoming changes to his organization’s business model. He also remarks on the challenges of maintaining and updating their database due to the constant changes in taxonomy.