AI Product Psychology: Design the Feeling

A thread you can test

Feedback Design

1 notes move from the word to a real choice at work — understand it first, then decide whether to use it.

READING THREADOPEN
1notes
HOW TO READStart where you are stuck, then follow the evidence and trade-offs

Each note stands alone, or becomes the next step in this thread.

AI Product Psychology: Design the FeelingNo login

THE QUESTION THIS PAGE ANSWERS

ANSWER FIRST

What is Feedback Design, and which AI decisions does it change?

A thousand unhappy users; only a dozen thumbs-down. The feedback-funnel simulator shows how silence bias eats signal layer by layer; six behaviors read as implicit signals (regenerate, copy, edit); post-thumbs-down experience duel: feedback needs an instant payoff This page keeps the related concepts, common mistakes, and practical notes in one reading thread.

DECISION RULE

First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 1 notes below.

TRY NEXT

Start with “The Psychology of Feedback: Why Users Don’t Thumbs-Down,” then restate the conclusion using your own task.

WATCH FOR

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.

1 notes
Interactive

The Psychology of Feedback: Why Users Don’t Thumbs-Down

A thousand unhappy users; only a dozen thumbs-down. The feedback-funnel simulator shows how silence bias eats signal layer by layer; six behaviors read as implicit signals (regenerate, copy, edit); post-thumbs-down experience duel: feedback needs an instant payoff

AI Product Psychology: Design the Feeling 6 min →