Microbiology is complex and ever evolving, with challenges ranging from climate change resulting in environmental instability, to emerging diseases with antimicrobial resistance. Artificial intelligence (AI), which excels in analysis, pattern recognition, and generating novel ideas, can accelerate our understanding of microorganisms. It is crucial to leverage AI’s capabilities and advance at an unprecedented pace while also being conscious of the need for rigorous validation.