I suspect a lot of techies operate with a subconscious good-faith assumption: "That can't be how X works, nobody would ever built it that way, that would be insecure and naive and error-prone, surely those bajillions of dollars went into a much better architecture."
Alas, when it comes to day's the AI craze, the answer is typically: "Nope, the situation really is that dumb."
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P.S.: I would also like to emphasize that even if we somehow color-coded or delineated all text based on origin, that's nowhere close to securing the system. An attacker doesn't need to type $EVIL themselves, they just need to trick the generator into mentioning $EVIL.