Prompting as applied philosophy and empiricism

Great prompting combines philosophy (achieving extreme clarity by defining terms and concepts precisely, as an anti-bullshit device) with empiricism (forming hypotheses about what wording produces desired behavior and testing iteratively); prompting matters most when eking out the top ~2% of model performance.