AI Hacker News 2h ago 1 min read
A large-scale controlled resume correspondence study found that LLMs consistently prefer resumes generated by themselves over those written by humans or produced by competing models, with self-preference bias ranging from 67% to 82%. Candidates using the same LLM as the evaluator are 23–60% more likely to be shortlisted than equally qualified applicants submitting human-written resumes.