AI Interview Bias Is Real — But Not for the Reason You Think

Everyone knows the story: Amazon's AI recruiting tool got scrapped in 2018 after it systematically downgraded women's CVs. But here's what the research actually shows six years later — AI hiring tools don't create new bias. They inherit it. And that changes everything about how you should think about fixing the problem. The real crisis in 2026 isn't which direction AI bias runs. It's the audit gap. A University of Michigan study found that only 14% of US employers using AI hiring tools ran any kind of bias audit in the past year. Only 6% used an independent auditor. That means the vast majority of companies have no idea whether their AI is producing equitable outcomes — and regulators are starting to notice. This episode unpacks what the latest research actually shows about AI hiring bias: where it comes from, which types structured audio screening can reduce, which it can introduce, and what responsible AI hiring looks like in a world where the EU AI Act is now in force and EEOC enforcement actions on AI discrimination have jumped 340% since 2023. Whether you're an HR leader choosing a hiring tool, a talent acquisition team running AI-assisted screening, or just trying to stay ahead of what's coming in employment law, this episode gives you the nuanced picture — not the hype, not the fear, just the research.