America Has a Pangram Problem
The article discusses the growing reliance on Pangram, an AI-detection tool, to identify AI-generated writing. While Pangram has gained a reputation for its accuracy, it still faces challenges, particularly in correctly identifying human-written text. The potential for misuse and false accusations raises concerns about the implications of such technology in various fields.
- ▪Pangram has been used to identify AI-generated text in high-profile cases, including a horror novel and articles in major newspapers.
- ▪Despite its reputation, Pangram has a false-negative rate that raises concerns about its reliability in identifying human-written content.
- ▪The tool is in an ongoing competition with AI developers who aim to make their outputs indistinguishable from human writing.
Opening excerpt (first ~120 words) tap to expand
TechnologyAmerica Has a Pangram ProblemAI-detection tools are getting better. But they are still aren’t good enough.By Matteo WongIllustration by The Atlantic. Sources: Getty.May 30, 2026, 7:30 AM ET ShareSave Basically every recent, high-profile accusation of someone passing off AI-generated writing as their own has started in the same way: with a tool called Pangram. In March, when a horror novel from a major publishing house was pulled just days before its scheduled U.S. release date, it was in part because Pangram, an AI-detection program, had identified the text as AI-generated.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at The Atlantic.
Discussion
0 commentsMore from The Atlantic
