Many graduate employers say students increasingly use AI to help answer questions or produce responses in interview and assessment processes, often without disclosing or seeking permission. Figures reported by the Institute of Student Employers indicate that around two thirds of employers have detected such behavior.

BBC and other coverage frames the issue in terms of how jobseekers and recruiters view the practice. Research discussed by the BBC suggests graduates are using AI to misrepresent themselves in applications. Some candidates and observers argue that social and competitive pressures make AI use feel unavoidable, while recruiters say they can often tell when AI is being used during interviews.

Different outlets emphasize different angles: some focus on the scale of employer detections and lack of disclosure, while others highlight the wider debate over whether AI use is acceptable or constitutes misconduct. Recruitment agencies and employer representatives describe indicators during live interviews, including responses that appear scripted or overly prepared.