From Prompt Engineering to Intent Engineering
TLDR
Practitioners should shift from giving AI detailed step-by-step instructions to simply describing desired outcomes, a change driven by the principle that increasingly capable AI systems will outperform human-specified procedures. The transition involves converting "how" prompts into "what" prompts—for example, specifying an end result rather than the method to achieve it. This approach prevents constraining AI's native capabilities with outdated human guidance that becomes less optimal as models improve.
Why it matters
As AI becomes smarter, the focus should shift from prompt engineering (describing how to do something) to intent engineering (describing the outcome you want).
