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GPT‑Red learns through adversarial self-play, where its goal is to prompt inject a variety of challenging defender models. Every successful

GPT‑Red learns through adversarial self-play, where its goal is to prompt inject a variety of challenging defender models. Every successful attack that GPT-Red finds is used to improve these defenders, pushing GPT‑Red to continuously find broader and more complex failures.

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GPT‑Red learns through adversarial self-play, where its goal is to prompt inject a variety of challenging defender models. Every successful 

Why it matters: Product updates often signal what builders may need to retest, reroute, or adopt next.

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