Host-pathogen co-evolution refers to the dynamic evolutionary arms race between hosts and pathogens, where each evolves new strategies to overcome the other's defenses. This interplay drives biodiversity and shapes the genetic landscape of both parties, influencing their survival and adaptation over time.