In the broader field of biology and medicine, AI is becoming an indispensable pillar. From genomics and proteomics to drug discovery and epidemiology, no area can escape the growing influence of intelligent computational systems. It is no exaggeration to say that AI represents one of the greatest achievements in the modern scientific era, enabling us to translate complex biological data into lifesaving treatments and transformative healthcare solutions. Overall, artificial intelligence is not just an optional component in microbiome-based personalized medicine; it is an unavoidable, central force, the key that unlocks the potential of precision healthcare and reshapes the future of medicine.