Medical AI integration depends on new regulatory frameworks to ensure patient safety. While the technology offers immediate clinical utility, current oversight lags behind deployment. Los Angeles Times argues that without these guardrails, democratization remains risky. Practitioners must prioritize validated clinical evidence over raw model performance to avoid diagnostic errors in high-stakes environments.