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The article argues that entry-level work serves as training infrastructure for developing judgment and skills, and that AI adoption must account for this apprenticeship function to avoid weakening the path to senior expertise.
The article discusses evidence that generative AI is reducing entry-level job opportunities, particularly for young workers in AI-exposed occupations, and calls for changes in education, government policy, and business practices to address the looming crisis.