Researchers applied AI algorithms to analyze venom proteomes from snakes, spiders, and scorpions, uncovering new potent antimicrobial peptides with rapid and specific antibacterial effects. This strategy taps an evolutionary reservoir of bioactive molecules honed over millions of years. The study highlights venom-derived compounds as promising candidates in addressing the urgent global threat of multi-drug-resistant bacterial infections.