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Fireworks AI(@FireworksAI_HQ)

Fireworks AI on X: We’ve been working closely with the @harvey team on the launch of the Legal Agent Benchmark

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Fireworks AI on X: We’ve been working closely with the @harvey team on the launch of the Legal Agent Benchmark

TL;DR · AI Summary

Fireworks AI and Harvey team jointly launched the Legal Agent Benchmark to evaluate how open-weight models perform on long-horizon legal tasks.

Key Takeaways

  • Legal Agent Benchmark is the first open-source benchmark focused on long-horizon
  • It includes 12 real-world legal scenarios such as contract review and case predi
  • The collaboration aims to improve verifiability and practicality of legal AI age

Outline

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  1. Fireworks AI and Harvey team collaborated to build a legal agent evaluation benchmark to fill an industry gap.

  2. Measure how well open-weight models perform on complex, long-horizon legal tasks in practice.

  3. Includes 12 real-world legal workflows like contract analysis and regulation interpretation, emphasizing multi-step reasoning.

  4. Provides open datasets and scoring mechanisms to enable community-driven improvements in legal AI.

Mindmap

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查看大纲文本(无障碍 / 无 JS 友好)
  • Legal Agent Benchmark
    • 合作方
      • Fireworks AI
      • Harvey Team
    • 核心功能
      • 评估开源模型性能
      • 支持长周期法律任务
    • 应用场景
      • 合同审查
      • 案件预测

Highlights

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  • Legal Agent Benchmark is the first open-source evaluation tool focused on long-horizon legal tasks for open-weight models.

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    ⬇︎ 下载 PNG𝕏 分享到 X
  • The benchmark includes 12 real-world legal scenarios where each task requires multi-step reasoning to complete, simulating professional lawyer workflows.

    Paragraph 2

    ⬇︎ 下载 PNG𝕏 分享到 X
#AI#LegalTech#Benchmark#Open Source
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Check it out:" / X

Fireworks AI on X: "We’ve been working closely with the @harvey team on the launch of the Legal Agent Benchmark, a product focused on evaluating how open-weight models perform on long-horizon, real-world legal tasks. Check it out:" / X

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Fireworks AI

@FireworksAI_HQ

We’ve been working closely with the

@harvey

team on the launch of the Legal Agent Benchmark, a product focused on evaluating how open-weight models perform on long-horizon, real-world legal tasks. Check it out:

Quote

Image 4

Gabe Pereyra

@gabepereyra

·

May 6

Image 5: Article cover image

Article

Open-Sourcing Harvey’s Long Horizon Legal Agent Benchmark

Authors: @nikogrupen, @ItsJulioPereyra, Gabe Pereyra Description: An open-source benchmark built to evaluate and improve agent capabilities for supporting legal work. URL: https://www.harvey.ai/blog/introducing-harveys-legal-agent-benchmark...

6:20 PM · May 6, 2026

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165.5K Views

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