LLMs often have access to sensitive information. They may inadvertently disclose this information, either by mistake or through prompt injection. Sensitive information could include personally identifiable information, credit card information, or proprietary information. Having any of these disclosed could lead to security breaches, privacy violations, and a distrust of the system by its users.