AI is changing how lawyers work — and putting the billable hour under pressure

peter_d_sherman · hn · 2026-10-12

CNBC reports that AI is reshaping how lawyers work, putting the long-standing billable hour model under pressure. Tasks like document review, contract analysis, and legal research that used to take hours can now be done by AI in minutes, undermining time-based revenue.

The piece also examines career implications: routine junior-associate work that builds expertise is being automated, pushing firms toward value-based billing and forcing a rethink of how young lawyers are trained.

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