Organizations are sacrificing novice contributions for short-term productivity gains, favoring expert efficiency enabled by advanced technologies like generative AI and robotics. This trend spans various sectors, leading to a diminished role for novices who, despite being slower and prone to mistakes, offer valuable perspectives and potential innovation. While experts appreciate the immediate control and increased performance these technologies bring, the overarching issue lies in overlooking the long-term benefits of novice involvement, which could lead to more balanced and sustainable progress.

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