Did you know that in contrast to traditional programming, where the focus is on specifying what a program should do, prompt engineering for AI models often requires writing "anti-specifications" to avoid unwanted behaviors? This involves crafting negative prompts that explicitly state what the model should not do, effectively shaping the direction of the model's output by omission. By incorporating these "anti-specifications," you can prevent AI-generated text from perpetuating biases, inaccuracies, or undesirable themes, thereby enhancing the overall quality and reliability of the output.
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