OpenAI's GPT-Red Uses Self-Play to Harden GPT-5.6 Against Prompt Injection
OpenAI says its internal GPT-Red attack model can discover prompt-injection failures at scale and helped make GPT-5.6 Sol more robust. Here is how the self-play system works, what the reported benchmarks show, what remains unverified, and what agent builders should do now.