Pangram Has Emerged as the Gold Standard of AI Detection. Should You Trust It?

Pangram is an AI-detection tool that has become a controversial standard for identifying AI-generated text in publishing. While it has influenced high-profile book cancellations and editorial decisions, critics and authors remain skeptical of its accuracy and the ethics of its use.
Why it matters
As AI-generated content proliferates, the ability to distinguish between human and machine writing has become a critical, albeit contentious, issue for the integrity of the publishing industry.
Pangram promises to detect how much AI was involved in the generation of any given text, and it does so as a best-guess percentage (using AI, of course). In January, speculation swirled on Reddit and YouTube that the author Mia Ballard may have used AI to write Shy Girl, a self-published novel picked up for traditional publication by Hachette. Although Ballard denied it, Pangram’s CEO posted on X that the book was 78 percent AI-generated. Hachette later canceled the release.
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