A review is examining the potential of generative ai to aid in precision oncology decision-making. The use of artificial intelligence in oncology is being explored in various areas, including diagnostic support, personalized cancer treatment, and drug development. The role of ai in healthcare is also being studied more broadly, with applications in medical education, precision medicine, and breast cancer management.