LawNext

LawNext on Location: The View from Tiburon – A Conversation with Pablo Arredondo, Casetext Cofounder

Feb 24, 2026
Pablo Arredondo, legal technologist who co-founded Casetext and led development of CARA and CoCounsel. He recounts the long road from early product failures to getting GPT-4 access and launching CoCounsel. He describes the frantic first 48 hours after launch, why Thomson Reuters bought Casetext, and his reflections on legal AI, competition, and what comes next.
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ANECDOTE

Crowdsourcing Legal Research Failed But Yielded Content

  • Pablo described an early crowdsourcing experiment that failed despite sounding like Stack Overflow for law.
  • They salvaged the idea by importing law firm client alerts and attaching them to cases to build annotated case law.
INSIGHT

Early GPT‑4 Access Catalyzed CoCounsel Breakthrough

  • Early access to GPT-4 via a $20,000 innovation license let Casetext prototype CoCounsel before ChatGPT's public debut.
  • They built skills on state-of-the-art models ten weeks ahead, which accelerated feature discovery and use-case mapping.
ANECDOTE

Rapid Triage Found 74 Unique Use Cases

  • In the first 48 hours after CoCounsel's launch Pablo and Jake stayed up testing and identified 74 distinct legal use cases.
  • Each use case resembled an old-world standalone product, revealing the tool's broad generalizability.
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