Sensitive data refers to any data used in machine learning models and AI that can invade privacy or pose harm and security risks to users if accessed by unauthorized parties, such as personal data, financial data, medical information, etc. Such data must always be protected with high-grade encryption and should only be accessible by authorized personnel.