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Harvey CEO says the company's AI usage jumped from 1 trillion tokens a month to 12 trillion

  • Legal AI startup Harvey surged from ~1 trillion tokens in January to about 12–13 trillion in May — a huge jump in usage.
  • CEO Winston Weinberg warns “frontier intelligence” is too expensive to run on every task and says teams should match model power to the job.
  • Firms are rethinking token spending — routing prompts to cheaper models and facing pressure to show ROI, likened to the “billable hours” debate.
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