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Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer. (arXiv:2207.00497v1 [cs.HC])
cs.LG updates on arXiv.org arxiv.org
Across a multitude of work environments, expert knowledge is imperative for
humans to conduct tasks with high performance and ensure business success.
These humans possess task-specific expert knowledge (TSEK) and hence, represent
subject matter experts (SMEs). However, not only demographic changes but also
personnel downsizing strategies lead and will continue to lead to departures of
SMEs within organizations, which constitutes the challenge of how to retain
that expert knowledge and train novices to keep the competitive advantage
elicited by that …
ai ai collaboration arxiv collaboration human knowledge role training transfer