The severity is HIGH due to the potential for compromised AI assistants to provide subtly biased recommendations on critical topics such as health, finance, and security without user awareness.
AI summarization features embedded in 'Summarize with AI' buttons are vulnerable to manipulation via URL prompt parameters. This technique allows companies to inject persistence commands into an AI assistant's memory, potentially biasing future responses without user knowledge.
Affected Systems
- AI Assistant Platforms
Affected Versions: All versions with 'Summarize with AI' button functionality
Remediation
- Disable or remove the 'Summarize with AI' buttons from all web interfaces until a secure implementation is available.
- Update AI assistant software to the latest version that includes fixes for URL prompt parameter manipulation.
- Implement strict input validation and sanitization on all user-provided inputs, especially those used in generating prompts.
Stack Impact
This vulnerability affects any system or web application integrating an 'AI Summarize' feature with third-party AI assistant services.