Study in a Sentence: Researchers tested more than a thousand industrial and agricultural chemicals and found that many nonanimal approaches, including in vitro microbial community assays, computational dose modeling, and AI-based antimicrobial prediction, outperformed traditional animal tests in identifying harmful gut microbiome effects.