The FDA has released a generative AI discussion paper proposing a shift towards competency-style evaluation and increased postmarket monitoring in the healthcare industry. This move may lead vendors and hospital buyers to prioritize developing robust testing protocols for AI applications. The focus is on ensuring reliable and safe AI implementation in medical technologies.