Should Lawyers Trust AI? Inside Harvey and the Future of Legal Work

Should Lawyers Trust AI? Inside Harvey and the Future of Legal Work

Can lawyers really trust AI—and what does “trust” mean in modern legal practice?

In this episode of AI and the Future of Law, hosts Jen Leonard and Bridget McCormack are joined by Gabe Pereyra, President and Co-Founder of Harvey AI, to explore how generative AI is moving from a productivity tool to core infrastructure for law firms.

Gabe explains how leading firms are deploying AI at scale, why hallucinations are no longer the central concern, and how governance, auditability, and human-in-the-loop systems shape real trust in legal AI. The conversation also dives into the future of the billable hour, lawyer training, and why AI is best understood as leverage—not labor replacement.

In this episode:

  • When lawyers will trust AI systems
  • Human-in-the-loop governance and supervision
  • AI as law firm infrastructure, not just software
  • Why the billable hour isn’t disappearing
  • Training lawyers faster in an AI-first era


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