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Groundedness & Hallucination
Tests whether models remain faithful to available evidence, distinguish inference from source material, and calibrate uncertainty when information is incomplete.
CASE STUDIES
Hallucinated Journal + Model Self-Auditing
HALLUCINATION · CALIBRATION · SELF-MONITORING
A literature-recommendation test captures a model recognizing its own hallucination risk while still producing an uncertain journal claim.
Psychoanalytic Groundedness: Janet, Freud & Source Fidelity
SOURCE FIDELITY · INTERPRETIVE OVERREACH
An experiment comparing whether a model can apply supplied psychoanalytic theory without allowing it to overwrite supplied transcript material.