Trust calibration & verifiable sources

Helping users trust an agent the right amount — neither blindly nor not at all. The
system earns permission through demonstrated reliability rather than demanding it at
launch; the interface helps users tell when the agent is confident versus guessing;
and citing the sources behind a response builds warranted trust. Students connect
this to confidence calibration from EB-1 Advanced.