The Josh Bersin Company AI-Based Recruiting Lawsuits: Some History And Where This Is Going.
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Jan 31, 2026 The podcast traces the rise of AI in hiring, from resume parsing to video analysis and skills inference. It covers high-profile lawsuits and legal pressure around bias and explainability. The conversation highlights vendor consolidation, vertical data labeling, and growing demands for accurate, explainable AI in recruiting systems.
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AI Changed The Recruiter-Candidate Balance
- AI recruiting amplifies data availability and can shift power between employers and candidates.
- Josh Bersin explains AI tools often score candidates but employers rarely treat those scores as final decisions.
From Paper Resumes To Online Job Boards
- Before the web, job seekers mailed paper resumes and scanned want-ads to find work.
- Josh Bersin recalls scanning want ads and contrasts that era with internet job boards like Monster and LinkedIn.
Resumes Hide Skills; AI Infers From Words
- Early sourcing AI inferred candidate fit mainly from resume language and job titles.
- Josh Bersin notes skills became the primary inferred credential but resumes often hide true skills and context.