*AI does not handle discretion the way humans do. If you phrase an instruction as “use judgment,” “when appropriate,” or “unless necessary,” you are handing the model a gray zone. In gray zones, it will drift. Over time, it will reintroduce exactly the behavior you were attempting to prohibit, usually in the name of clarity, helpfulness, or style.*
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