A thread you can test
Translating Interaction for AI
2 notes move from the word to a real choice at work — understand it first, then decide whether to use it.
Each note stands alone, or becomes the next step in this thread.
THE QUESTION THIS PAGE ANSWERS
ANSWER FIRSTWhat is Translating Interaction for AI, and which AI decisions does it change?
Telling AI "Xiaomei needs to file expenses in three minutes" beats "need upload, form, buttons" by a mile. Duel two prompts, then practice rewriting a feature list into a scenario This page keeps the related concepts, common mistakes, and practical notes in one reading thread.
First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 2 notes below.
Start with “Goal-Oriented: Describe Requirements by Goals, Not Feature Lists,” then restate the conclusion using your own task.
Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.
THIS QUESTION THREAD
Put the word back inside the choice it changes.
Goal-Oriented: Describe Requirements by Goals, Not Feature Lists
Telling AI "Xiaomei needs to file expenses in three minutes" beats "need upload, form, buttons" by a mile. Duel two prompts, then practice rewriting a feature list into a scenario
Put the State Machine and Boundaries in the Prompt
For every screen, list every state, nail the edge cases, and write error-prevention requirements. State-machine completer + edge-case wheel, with a copy-ready acceptance phrasing template