AI automation disrupts legal apprenticeship pipeline for graduates

AI-driven automation is reducing entry-level legal roles traditionally used for on-the-job training, altering the pathway from apprentice to admitted attorney. The shift threatens the developmental pipeline for legal graduates, with uncertain long-term impact on professional competency and firm staffing models.

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