OpenAI Uses AI Red Team to Strengthen GPT-5.6 Against Prompt Injection Attacks

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OpenAI introduced GPT-Red, an automated AI system designed to find vulnerabilities in GPT models before release. The company said GPT-Red was used to train GPT-5.6, reducing failures on one of its hardest prompt injection benchmarks. The system is intended to complement human red teamers, third-party testing, and other AI safety measures. OpenAI has introduced GPT-Red, an automated AI system designed to find security vulnerabilities in its language models. GPT-Red takes its name from cybersecurity red teaming, which is the practice of deliberately attempting to break a system to identify weaknesses before attackers can exploit them. In a post on Wednesday, OpenAI said the tool helped make GPT-5.6 more resistant to prompt injection attacks before deployment. “As model capabilities grow, safety and alignment must scale with them,” OpenAI wrote on X. “Red-teaming is essential, but today’s approaches are difficult to scale, creating a critical bottleneck. GPT‑Red is one way we’re addressing it.”

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