Reshaping Talent: Does Industry Still Need 'Pre-trained' PhDs?

anshulkundaje · x · 2026-07-22

In a discussion about AI's impact on researchers, Stanford professor Anshul Kundaje amplified a point regarding talent acquisition: as the future demand for PhDs potentially shrinks, the industry needs to quantify its reliance on 'pre-trained' PhDs versus hiring pre-PhD talent and training them to the same level. This reflects how AI tools are reshaping talent evaluation and development in tech.

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