The AI Resume Bias Paradox: Why Algorithmic Hiring May Favor Machine-Generated Content—And How to Compete
Large language models prefer resumes that were written by large language models.
Large language models prefer resumes that were written by large language models.
When HR Dive reported this week that recruiters have started sourcing candidates at bars, parties, and grocery stores, the headline read like satire.
ChatGPT crossed 100 million users in January 2023, and within weeks, career advice forums on Reddit filled with a new kind of post: people sharing before-and-after screenshots of resumes rewritten by the tool. The transformations looked impressive.
Recruiters at companies using applicant tracking systems describe a paradox that has sharpened over the past two hiring cycles. The average resume in their pipeline has gotten objectively better: formatting is cleaner, bullet points are tighter, typos have nearly disappeared.