Episode Details

Seventy percent of employers now claim to practice skills-based hiring, and more than half have removed degree requirements from their job postings. But here's the part nobody's talking about: ninety percent of those same employers still run every applicant through AI screening tools trained on credential-heavy, historically biased data. Removing the gate doesn't change anything if you keep the gatekeeper. A University of Washington study found that recruiters mirrored AI-generated candidate rankings ninety percent of the time — even when they were explicitly warned the AI might be biased. The "human-in-the-loop" safeguard most companies are citing in their compliance docs? It's mostly a myth. What's really happening is humans rubber-stamping machine decisions and calling it oversight. In this episode, we break down why skills-based hiring can actually become a faster, more efficient engine of inequity if the underlying AI isn't audited — and what an audit-ready approach actually looks like before you make your next equity announcement.