How Spatial Biologists Direct and Verify AI-Assisted Analyses
A workflow synthesis, an empirical account of scientists directing and verifying agentic analyses, and four design directions addressing execution control, familiar interactive views, source and execution information, and accessible verification across computing setups and experience are contributed.