Tool · Risk profile

Build the query. Watch the risk shift.

Lesson 4.3

Hallucination and bias get worse in specific situations. Toggle the factors below to compose the kind of query you might give an AI. The meters show how each combination shifts the underlying risk — and what you should verify.

prompt > Toggle a factor to start composing a query.
Hallucination risk Low
LowModerateHigh
Bias risk Low
LowModerateHigh
Nothing toggled yet. A neutral, well-grounded query in a well-represented domain carries low baseline risk — but virtually every real query nudges one of these dials.