Eye On A.I.

#290 Joel Hron: How Thomson Reuters is Approaching The Next Era of AI

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Sep 29, 2025
Joel Hron, Chief Technology Officer at Thomson Reuters, shares insights on the evolution of AI, focusing on agentic systems. He distinguishes between simple prompt-based tools and advanced agentic workflows capable of planning and executing complex tasks. Hron explains the importance of human verification in high-stakes sectors and discusses the infrastructure needed for multi-agent collaboration. He also highlights how Thomson Reuters is leveraging generative AI across legal and tax domains while ensuring trust through expert oversight.
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ANECDOTE

From ThoughtTrace To Thomson Reuters

  • Joel described his startup ThoughtTrace, a document-understanding company focused on legal documents that Thomson Reuters acquired.
  • Thomson Reuters integrated the team's platform with practical law editors to scale document understanding.
INSIGHT

Agency Is A Tunable Spectrum

  • Agency is a spectrum controlled by autonomy, tools, and memory rather than a binary property.
  • Higher agency means goal-oriented planning, tool use, and dynamic re-planning during execution.
ADVICE

Expose Agency Controls To Users

  • Let users control agency by constraining context or permissions in the UI.
  • Provide context-size controls so users can dial autonomy up or down depending on task risk.
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