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#legal-reasoning

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arXiv cs.AI / cs.LG / cs.CL13d ago

AI Cosmos reports larger learning gains than LLM baselines

Two preregistered studies found stronger legal-reasoning gains and better mastery of unseen programming problems.

agentic-ai situated-learning

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arXiv cs.AI / cs.LG / cs.CLSep 17, 2026

Structured Four-Stage Legal Translation: From Natural-Language Traffic Rules to PROLOG

A structured four-stage prompt framework translates raw traffic rules into executable Prolog, reaching 75% accuracy versus 60% and 55% for baselines.

benchmark legal-reasoning

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