The author ran responses generated by the Muse Spark 1.1 model through MarCognity-AI’s Skeptical Agent to measure epistemic fracture.

This process highlights the gap between how confident a text sounds and how verifiable it actually is, revealing claims that cannot be traced back to any source even in technically correct answers.

The study aims to make visible what usually stays hidden regarding the reliability of model outputs.