Prompt engineering is the practice of writing, testing, and revising the instructions given to a language model so its output reliably serves a defined purpose. This guide…
A language model's confident tone is a property of its generated text, not evidence that the claim is true. OpenAI researchers argue that hallucinations persist because training…
A prompt experiment is only reproducible if the record captures more than the prompt text. Document the immutable prompt revision, its variable and output contract, the model…
A prompt with clear success criteria states the outcome you want, the constraints that matter, the evidence the model may use, and what the final answer must…
A fair prompt comparison changes one thing: the prompt. Hold the test inputs, scoring rubric, repetitions, tool access, and model settings steady, record the full configuration, and…