"shift left" cyber approach for LLMs and Gen AI

Building AI first and thinking about safety later does not work in healthcare. Late-stage fixes increase cost, complexity, and risk when systems are already in use. The same shift-left approach that changed security now applies to AI in critical medical domains. #AISafety #HealthcareAI #MedicalAI #HealthTech #ResponsibleAI