AINeutralarXiv – CS AI · Apr 107/10
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The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era
Researchers benchmark four frontier LLMs against 263 text-based tasks to measure skill automation feasibility, finding that mathematics and programming face the highest displacement risk while active listening and reading comprehension remain relatively resilient. The study reveals a critical inversion: skills most demanded in AI-exposed jobs are those LLMs perform worst at, suggesting augmentation rather than pure automation will dominate the near-term labor market.
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