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ResearchOctober 6, 2026

InvestigationWorlds: An Agentic Environment for Legal Investigation

We introduce InvestigationWorlds, an agentic environment for legal investigation. We build on an underused artifact of U.S. civil litigation: the summary judgment motion. This motion relies upon a record composed of real evidence exhibits, and results in a court-adopted…

Albert Yu Sun, Andrew Benard, Sil Hamilton, Anna Teresita A. Marcelo, Yong Jae Kim, Carl-Leander Henneking, Rundong Hu, Yuhong Wang, David Mimno, Bishan Yang, Igor Labutov·arXiv — cs.AI
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Key Takeaways
  • 01.We introduce InvestigationWorlds, an agentic environment for legal investigation
  • 02.We build on an underused artifact of U.S
  • 03.civil litigation: the summary judgment motion

This material is provided as an extended analytical summary.

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