# Ant Ling — AWorld: The Agent Runtime for Self-Improvement

- Company: Ant Ling (ant-ling.com)
- Announced: 2025-07-07
- Category: not stated
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://developer.ant-ling.com/en/blogs/aworld
- Record: https://forck.live/items/22346-aworld-the-agent-runtime-for-self-improvement
- Subject: Ling / Ring / Ming

“Self-awareness: the hardest problem isn’t solving within limits, it’s discovering the own limitations” Table of Contents News — Latest updates and announcements. Introduction — Overview and purpose of the project. Installation — Step-by-step setup instructions. Quick Start — Get started with usage examples. Architecture — Explore the multi-agent system design. Demo — See the project in action with demonstrations. Contributing — How to get involved and contribute. License — Project licensing details. News 🦤 [2025/07/07] AWorld, as a runtime, is now ready for agentic training. See Self-Improvement section for details. We have updated our score to 77.08 on the GAIA test. Learn how to construct a GAIA runtime in the Demo section . 🦩 [2025/06/19] We have updated our score to 72.43 on the GAIA test. Additionally, we have introduced a new local running mode. See ./README-local.md for detailed instructions. 🐳 [2025/05/22] For quick GAIA evaluation, MCP tools, AWorld, and models are now available in a single Docker image. See ./README-docker.md for instructions and youtube video for demo. …

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