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Answer, Then Audit: How 'ReSA' Turns Jailbreak Defense Into a Two‑Step Reasoning Game

The dangerous part is often clearer after the model starts answering Moderation usually begins with the user’s prompt. That sounds sensible. Read the request, classify the risk, block the bad thing, let the good thing through. A tidy little border checkpoint, complete with imaginary clipboard. The problem is that jailbreaks are not polite enough to declare themselves at the border. ...

September 20, 2025 · 17 min · Zelina