most citedCitegeist: Automated Generation of Related Work Analysis on the arXiv Corpus

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cs.AI2026

InvestigationWorlds: An Agentic Environment for Legal Investigation

Albert Yu Sun, Andrew Benard, Sil Hamilton +8

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 moti…

cs.AI2026

CorporateBench: Large-Scale Q&A Benchmarking with Temporal Knowledge Bases

Sil Hamilton, Albert Yu Sun, Oscar J. Romero +4

LLMs are increasingly able to answer complex questions about enterprise-scale document collections. But evaluation is hard: companies don't want to share internal communications, a…