Hallucination Detection in LLMs: Key Methods

In March 2026, the Sixth Circuit Court of Appeals sanctioned two attorneys in Whiting v. City of Athens for filing briefs containing more than two dozen fake or misrepresented case citations. Each attorney paid $15,000 to the court registry, plus the opposing side’s full fees and double costs.