An artificial intelligence (AI) tool can now scan an entire bacterial genome and ask a difficult question: do its combined protein patterns reveal the capacity to cause disease in humans? PathogenFinder2 performs particularly well on bacterial species that do not resemble anything in existing databases, making it a potential tool for early surveillance of infectious threats – including those with pandemic potential.

