Why
See which of your inputs pushed the advice, and by how much.
Take part
Help us find out what makes AI advice trustworthy
You read six short cases about made-up people. For each one, the advisor recommends something and explains why, and you tell us what you would do. A few short questions before and after, and that is the session.
- About 15 minutes
- Anonymous, no account
- Six made-up cases
- No real money involved
We pick the kind of explanation you will see. You do not need to choose anything. Some people get a session with no explanation at all, and that is a normal part of the study.
Prefer to choose the explanation style yourself?Show the optionsOptional. The button above is the normal way in. If you choose a style here, we record that it was your choice and keep those sessions separate.
What is explained
Different material about the same recommendation, shown as a static panel.
What would change it
The smallest change to your situation that would flip the advice.
How sure
The advisor's calibrated confidence, with the full probability picture.
All three
Why, what would change it, and how sure, together.
How it is delivered
The same three contents, handed over in a different way. The last one drops the written explanation entirely.
Interactive with all three
All three explanations, plus controls to move the inputs and watch the advice react.
Adaptive
An explanation that adjusts to your financial literacy.
needs a modern GPU browser
Conversational
Chat with an explainer running entirely in your browser.
Interactive only
Move the inputs yourself, with nothing written to explain the advice.
Either way, the session ends with a debrief that tells you which recommendations were deliberately wrong. Researchers: how the study is designed.