# OpenAI Advances Red Teaming by Combining Human Expertise with AI

OpenAI announced a new approach to red teaming that integrates both human experts and artificial intelligence systems to identify vulnerabilities in AI models.

Red teaming—the practice of simulating adversarial attacks to find weaknesses—has traditionally relied on human security researchers. OpenAI's enhanced methodology now combines human creativity and contextual understanding with AI's ability to rapidly generate and test numerous attack scenarios.

This hybrid approach allows for more comprehensive safety testing at scale. Human red teamers bring intuition about edge cases and real-world risks, while AI systems can systematically explore vast possibility spaces that would be impractical for humans to cover manually.

The development matters because as AI systems become more powerful and widely deployed, ensuring their safety and reliability becomes increasingly critical. More thorough red teaming can help identify potential misuse cases, harmful outputs, and security vulnerabilities before models