---
id: 20260319-T0-08
title: "MiroThinker-1.7与H1：验证驱动的重型研究代理"
title_en: "MiroThinker-1.7 & H1: Verification-Driven Heavy-Duty Research Agents"
url: https://ai.daily.yangsir.net/daily/20260319-T0-08
issue_date: 2026-03-19
publish_date: 2026-03-18T04:00:00.000Z
category: research
source_name: "arXiv cs.CL (NLP)"
source_url: https://arxiv.org/abs/2603.15726
---

# MiroThinker-1.7与H1：验证驱动的重型研究代理

研究人员发布MiroThinker-1.7，专为复杂长时程推理任务设计的研究代理。在此基础上进一步推出MiroThinker-H1，扩展了重型推理能力，实现更可靠的多步骤任务处理。该研究聚焦于通过验证机制提升代理的准确性和可靠性，适用于复杂科研场景。

## English Version

**MiroThinker-1.7 & H1: Verification-Driven Heavy-Duty Research Agents**

Researchers introduced MiroThinker-1.7, a research agent designed for complex long-horizon reasoning tasks. Building on this, MiroThinker-H1 extends with heavy-duty reasoning capabilities for more reliable multi-step task processing. The focus is on improving accuracy through verification mechanisms for complex research scenarios.

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**来源**：[arXiv cs.CL (NLP)](https://arxiv.org/abs/2603.15726)

**详情页**：https://ai.daily.yangsir.net/daily/20260319-T0-08

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