---
id: 20260617-T0-06
title: "Ling-2.6与Ring-2.6：万亿参数级智能体实现高效即时响应"
title_en: "Ling-2.6 and Ring-2.6: Trillion-Parameter Agents Achieve Efficient Real-Time Response"
url: https://ai.daily.yangsir.net/daily/20260617-T0-06
issue_date: 2026-06-17
publish_date: 2026-06-16T04:00:00.000Z
category: research
source_name: "arXiv cs.CL (NLP)"
source_url: https://arxiv.org/abs/2606.15079
---

# Ling-2.6与Ring-2.6：万亿参数级智能体实现高效即时响应

最新发布的Ling-2.6和Ring-2.6技术报告展示了万亿参数级智能体的突破性进展。这两个模型在保持强大推理能力的同时，实现了低延迟响应，解决了大模型部署效率难题。研究团队通过创新架构设计，将模型训练和推理成本降低40%，使其更适合实际应用场景。这一成果将推动AI智能体在工业界的规模化部署。

## English Version

**Ling-2.6 and Ring-2.6: Trillion-Parameter Agents Achieve Efficient Real-Time Response**

The newly released Ling-2.6 and Ring-2.6 technical reports showcase breakthroughs in trillion-parameter agents that achieve low-latency responses while maintaining strong reasoning capabilities. The research team's innovative architecture reduces training and inference costs by 40%, making these models more suitable for real-world applications. This advancement will drive the large-scale deployment of AI agents in industry.

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**来源**：[arXiv cs.CL (NLP)](https://arxiv.org/abs/2606.15079)

**详情页**：https://ai.daily.yangsir.net/daily/20260617-T0-06

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