Woofun AI reports that OpenAI stated on X that training with GPT-Red significantly enhanced the robustness of GPT-5.6. The company noted that GPT-5.6 Sol is now its most resilient model against prompt injection, with failure cases six times lower than its best production model from four months ago. Testing involved powerful attacks from GPT-Red that the model had not encountered during training.