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LongJud-Bench

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Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Jul 13, 2026 · Artificial Intelligence

LegalWorld: Building a Full‑Lifecycle Interactive Simulation World for Legal AI Agents

LegalWorld creates an interactive environment that simulates the entire Chinese civil litigation process—from consultation to second‑instance trial—using over 75,000 paired first‑ and second‑instance judgments, supports heterogeneous LLM agents, and provides the LongJud‑Bench benchmark to evaluate and improve legal AI performance.

LLM agentsLegal AILongJud-Bench
0 likes · 15 min read
LegalWorld: Building a Full‑Lifecycle Interactive Simulation World for Legal AI Agents
Machine Heart
Machine Heart
Jul 13, 2026 · Artificial Intelligence

Full‑Lifecycle Legal Simulation World: One‑Click Run or Play the Case Yourself?

LEGALWORLD is an LLM‑driven interactive environment that models the entire lifecycle of a Chinese civil lawsuit—from legal consultation through first‑instance and appellate trials—using over 75,000 paired judgments, multi‑agent roles, dual‑level memory, and a suite of skills and tools, and its performance is evaluated with the LongJud‑Bench benchmark.

LLMLegal AILegal Agent Evaluation
0 likes · 15 min read
Full‑Lifecycle Legal Simulation World: One‑Click Run or Play the Case Yourself?