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If AI "uncovered" it, that means it was already in the training data and likely exploited in the wild.

That's... not how coding agents work.

They guess the next token based on probability which is derived from training data.

Sometimes it is. If the AI can do it for the defender it can also do it for the attacker.

I wish. As the defender, I have a model that just barks at me that I hit a guardrail. The attacker has no such constraints.

So with that logic, AI won't find a vulnerability in my newly written code, since that particular vulnerability wasn't in its training data?