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LegalEvolver: Agentic Legal Judgment Prediction via Rubric-Guided Self-Evolution

A new framework improves legal judgment prediction in AI agents by incorporating rubric-guided self-evolution and multi-step reasoning.

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• LegalEvolver: Agentic Legal Judgment Prediction via Rubric-Guided Self-Evolution arXiv: new preprints (security, AI, physics) · tier C · clear net · 2026-11-04 11:45 UTC

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