Who Put the I in AI? Provenance and the Admissibility of Machine Self-Report

A new research paper explores the reliability of large language models when they make claims about their own consciousness or internal state. Because these models provide contradictory answers depending on their instructions and prompting, the study questions whether their self-reports hold any evidentiary value in legal or technical assessments of machine sentience.