Scientists at the Salk Institute have developed ShortStop, an AI-powered computational framework capable of identifying microproteins encoded in previously considered noncoding regions of the genome. This tool efficiently highlights biologically relevant microproteins, aiding in accelerated discovery and functional characterization. Applied to cancer datasets, ShortStop revealed over 200 novel candidates, expanding the proteomic landscape and offering new potential targets for therapeutic intervention.