<p>Antibiotic discovery and antibiotic prescribing represent two domains that both stand to benefit from artificial intelligence (AI)-driven progress in the near future. In this article, we discuss these parallel advances and the potential future synergy between AI-enabled antibiotic discovery and AI-assisted antibiotic prescribing. Although multiple challenges remain before these two domains meaningfully converge, their integration could amplify the strengths of each: discovery pipelines generating broader, more diverse classes of antibacterial agents, and prescribing tools capable of matching these agents to individual patients with unprecedented precision. Such a scenario could transform antibiotic therapy by enabling AI-supported, patient-specific treatment decisions while reinforcing the principles of precision medicine and antimicrobial stewardship.</p>