Any prompt can give you different results - LLMs cant do things "step by step" or "check their work" but yet giving them that prompt often improves their result

Any prompt can give you different results - LLMs cant do things "step by step" or "check their work" but yet giving them that prompt often improves their results because it's basically setting up the context in a way that's beneficial to your output.