The Verge’s weekly newsletter The Stepback examines how AI detection tools are contributing to a growing sense of distrust. The piece traces the history of such tools, noting that educators and editors relied on anti-plagiarism software well before ChatGPT emerged. These tools work by comparing a submitted text against a database of web content, scholarly articles, and other sources to identify matching sentences and phrases. Some services, such as Turnitin, present results as a percentage.

Why it matters

As AI-generated writing becomes more common, the tools used to detect it are reshaping trust between writers, educators, and editors. Framing this as “a new era of distrust” points to broader questions about how originality and honesty are assessed.

Who should care

Educators, editors, and writers who encounter detection and anti-plagiarism tools in their work are the primary audience for this discussion.