gpt red

The gpt red tag covers reporting on OpenAI’s GPT-Red, an automated red-teaming model designed to find and exploit prompt-injection weaknesses in other AI systems. The available coverage explains how GPT-Red uses adversarial self-play, with attacker and defender models improving together across realistic scenarios. It also examines OpenAI’s reported results for GPT-5.6 Sol, including a substantial reduction in failures on a difficult direct prompt-injection benchmark compared with an earlier production model. This tag is relevant to readers following AI security, model testing, prompt-injection defenses, and the practical use of adversarial techniques to harden deployed language models.