Digital Planet

Oct 17, 2026 · R&D Management

Where Will the Next Generation of Experts Come From After AI Replaces Entry-Level Roles?

As AI automates junior tasks, organizations risk losing the on-the-job learning pathways that traditionally develop experts; the article argues for deliberately redesigning apprenticeship models that combine AI tools with structured practice, feedback, and gradual authorization to sustain talent pipelines.