A practical lab · about 15 minutes
Interactive learning lab
Start here · guide 3 of 7
Calibrate trust, task by task
0/5 core signals
Saved only on this device
Lab 03 · BriefingScene 1 / 6
Confidence is a style, not a reliability score
Use task shape and verification cost to decide how much trust is appropriate.
Confidence is a style, not a reliability score ready.
Predict
Inspect
Verify
AI can sound equally certain while rewriting your own text and while inventing a recent statistic. The right trust level depends on source material, verifiability and the consequence of being wrong.
Source provided → generally safer.
World fact → verify.
High consequence → human judgement.