Keywords: Knowledge work
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Journal Articles
VILAKSHAN - XIMB Journal of Management (2026) 23 (2): 174–185.
Published: 28 July 2026
...Soumya Sarala Purpose This paper aims to examine how artificial intelligence ( AI ) augmentation reshapes capability development by displacing entry-level tasks that have historically served as primary learning mechanisms in knowledge work, producing a structural gap – the apprenticeship void...

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