Microsoft and CMU Launch PRAISE to Redefine Junior Engineer Training in the AI Era
Microsoft and Carnegie Mellon University have launched PRAISE, a mentorship program pairing junior engineers with seniors to preserve system thinking and engineering judgment amidst AI-accelerated development.
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Microsoft announced on October 15 that it has partnered with Carnegie Mellon University to launch PRAISE, a mentorship program designed to address the lack of growth paths for junior engineers as AI-generated code becomes widespread. The project adopts a clinical teaching model similar to nursing, requiring early-career engineers to pair with senior counterparts who guide them in understanding system architecture, testing assumptions, and determining when to use AI tools, while maintaining human accountability for software quality and security.
Microsoft emphasizes that AI changes the nature of work but does not remove human responsibility; as time shifts toward design and verification, engineers must still deeply understand underlying logic to diagnose failures. Carnegie Mellon will provide formal courses and seminars to help students connect computer science theory with production-level scenarios. Michael Hilton, a faculty member at the university, noted that the traditional path of accumulating skills through basic tasks is no longer viable, calling for academia and industry to co-design new growth mechanisms.