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Can foundation models be guided to execute tasks involving legal reasoning?We believe that building a benchmark to answer this question will requiresustained collaborative efforts between the computer science and legalcommunities. To that end, this short paper serves three purposes. First, wedescribe how IRAC-a framework legal scholars use to distinguish different typesof legal reasoning-can guide the construction of a Foundation Model orientedbenchmark. Second, we present a seed set of 44 tasks built according to thisframework. We discuss initial findings, and highlight directions for new tasks.Finally-inspired by the Open Science movement-we make a call for the legal andcomputer science communities to join our efforts by contributing new tasks.This work is ongoing, and our progress can be tracked here:https://github.com/HazyResearch/legalbench.

LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning