Alibaba's latest AI model ran autonomously for 35 hours to optimize code for its own custom chip

2026-05-23 · Source: The Decoder · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Robotics & Autonomous Systems · Depth: Advanced, quick

Summary

Alibaba's Qwen team has released Qwen3.7-Max, a new proprietary AI model specifically engineered for long-running autonomous agent tasks. This model demonstrates strong performance, matching Claude Opus 4.6 on various benchmarks and outperforming Chinese rivals like DeepSeek V4 Pro and Kimi K2.6. A key highlight of Qwen3.7-Max's capabilities includes an autonomous operation where it optimized code for Alibaba's custom chip for 35 continuous hours. Furthermore, the Qwen team showcased the model's versatility by demonstrating its ability to steer a four-legged robot, indicating its potential for diverse applications beyond software development.

Key takeaway

For AI Engineers developing autonomous agents or custom hardware solutions, Qwen3.7-Max's 35-hour autonomous code optimization highlights the potential for significant efficiency gains. You should investigate models capable of long-duration, self-directed tasks to reduce manual intervention in complex system development. Consider exploring how such agentic capabilities could streamline your own hardware-software co-design workflows or robotic control systems.

Key insights

Alibaba's Qwen3.7-Max demonstrates advanced autonomous agent capabilities, matching top models and performing complex tasks.

In practice

• Optimize code for custom hardware.
• Control four-legged robotic systems.

Topics

• Alibaba Qwen3.7-Max
• Autonomous Agents
• Code Optimization
• Custom AI Chips
• Robotics Control
• Large Language Models

Best for: NLP Engineer, AI Architect, Research Scientist, AI Scientist, Machine Learning Engineer, AI Engineer

Related on AIssential

• Alibaba's proprietary Qwen3.7-Max can run for 35 hours autonomously and supports external harnesses like Anthropic's Claude Code — Autonomous AI agents are now capable of sustained, complex task execution over multiple days, marking a new era.
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• Qwen3.7-Max: Alibaba’s New Agent-First LLM for Coding, Reasoning, and Long-Horizon AI Workflows — Qwen3.7-Max is an agent-first LLM designed for reliable, long-horizon autonomous task execution and complex tool interaction.
• Alibaba launches Qwen 3.5 AI model amid intensifying China chatbot race — Alibaba's Qwen 3.5 model offers significant cost reduction and workload capacity for agentic AI tasks.
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Editorial summary, takeaway, and curation by AIssential. Original article published by The Decoder.