AI Software Product Manager

Apr 7, 2026 · Industry Insights

When AI‑Powered ‘Skills’ Replace Human Expertise: Risks and Realities

The article examines how open‑source projects that distill a colleague’s knowledge into AI‑driven “skill” files raise profound concerns about talent displacement, loss of apprenticeship pathways, and the unchecked power of automated decision‑making in the tech industry.