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The Role of Red Teams in Testing AI Systems
The chapter explores the critical role of red teams in testing and breaking AI systems before their release to prevent security vulnerabilities and embarrassing incidents. It delves into specific techniques developed by a Microsoft AI red team like the Crescendo attack and Master Key, highlighting the challenges in aligning AI models and the use of tools like Pirate to protect against harmful content.