"Explains why running an AI-corpus intelligence analysis on oneself is circular and sycophancy-prone, and why a single self-test cannot estimate variance across a population."
Self-Administered Measurement Bias
Explains why running an AI-corpus intelligence analysis on oneself is circular and sycophancy-prone, and why a single self-test cannot estimate variance across a population.
Where This Idea Comes From
A limitation named directly inside "Intellectual Agency" as a check against the framework's own overreach: an AI grading its own conversational partner is structurally prone to sycophancy, and one person's self-administered result says nothing about how the metric varies across a population.