On The Merits

AI and the Coming Mismatch Between Law Schools and Law Firms

Feb 10, 2026
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INSIGHT

Two Competing Views On AI Replacing Associates

  • Law firms face two camps on AI: replace junior associate work to cut costs or keep hiring because AI increases billable work.
  • Mike Spivey contrasts an 80% automation claim for first-year tasks with firms' incentive to preserve training investments and partner profits.
INSIGHT

Demographic Cliff Threatens Law School Applications

  • Law schools face a demographic cliff as lower birthrates from the Great Recession shrink future applicant pools in three to four years.
  • Spivey warns schools must balance expanding now with ethics of admitting students who may face fewer jobs later.
INSIGHT

Two Cliffs Could Create A Worst-Case Oversupply

  • Law schools face two cliffs: rising current enrollment and potential future AI-driven hiring drops, creating a worst-case of more students and fewer jobs.
  • The preferable alignment is reduced students coinciding with reduced hiring to avoid oversupply.
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