What is AutoLM Rumination, China’s Latest AI Agent?

• Blockchain Council
• April 04, 2025

AutoGLM Rumination is a smart AI helper created by a Chinese tech company, Zhipu AI. They launched it on 31 March 2025. You can use it for free. Yes, completely free.

This tool handles many tasks without needing you to guide it step-by-step. It can search online, plan trips, write reports, and more. You don’t need to keep checking in, it just gets on with the job.

Who Built AutoGLM Rumination?

The company behind it is Zhipu AI. They started in 2019 as part of Tsinghua University. Since then, they’ve grown fast. Big names like Tencent and Alibaba support them. Even local governments back them with funding.

In March 2025, the city of Chengdu gave them 300 million yuan. That’s around 41.5 million dollars. This shows how much trust people have in the company and its work.

What Can This AI Agent Do?

AutoGLM Rumination is not just a chatbot. It doesn’t just reply. It works like a real assistant. You give it a task. Then it thinks, finds, and delivers.

Let’s say you ask it to plan a trip. It looks up hotels, compares prices, checks reviews, and gives you a full plan. You don’t need to guide it through every step.

If you need a report, it’ll gather data, analyse it, and write everything up clearly. It’s smart, quick, and very capable.

How Does It Work So Fast?

The secret lies in the models it uses. Zhipu AI built its own models to run this system. These include GLM-Z1-Air and GLM-4-Air-0414.

The GLM-Z1-Air helps with logic and reasoning. It can work through complex ideas step-by-step. That’s what makes it so useful for research and planning.

Zhipu claims their model runs up to eight times faster than DeepSeek’s R1. Even better, it needs just a small amount of computing power. That means faster results and less energy use.

What Makes It Different From Other AI Tools?

Many AI tools charge high fees. For example, Manus AI asks for up to $199 a month. That’s a big cost for students or small business owners.

AutoGLM Rumination is free. You can start using it without paying anything. This opens up access to people who might not afford other tools.

Zhipu’s system is also reliable. While some tools freeze or crash under pressure, users say AutoGLM handles tasks smoothly. That’s a big win for anyone who depends on it daily.

Key Strengths Of AutoGLM Rumination

Let’s look at what makes it stand out:

How Is It Being Used?

On 31 March 2025, Zhipu’s CEO showed off the tool in Beijing. He gave it a task: write a full report on climate change. It finished the job in minutes. That impressed everyone.

People online quickly reacted. Many shared their thoughts on social media. One user said, “This changes everything for AI tools.” Others liked the fact that it’s free to use.

News platforms like Reuters and Analytics India Magazine covered the story. They focused on how it can compete with costly tools without losing quality. 

Can It Beat Other AI Agents?

Let’s compare it with two known names, Manus and DeepSeek.

Manus came out earlier in March 2025. It has strong features but costs a lot. Reviewers also found some bugs and issues.

DeepSeek’s R1 is not an AI agent but you can use it to build one. It is powerful and cheaper to run. But Zhipu says AutoGLM is faster and uses fewer resources. It also takes on more practical tasks, not just logic-based ones.

So, Zhipu AI’s product gives you a good mix of speed, action, and low cost.

Are There Any Weaknesses?

Every new tool has room to grow. Since AutoGLM Rumination just launched, we don’t have long-term reviews yet.

Some users wonder if being free might affect updates or customer support later. Others are curious about how well it handles harder tasks over time.

Still, Zhipu’s past work and strong funding give hope that it’ll keep improving.

What’s Coming Next?

Zhipu isn’t stopping here. They plan to release a virtual machine version on 14 April 2025. This will help with bigger tasks like writing code or doing business analysis.

They also plan to share their core tech with developers worldwide. That way, others can build new features and improve it. It could lead to more exciting updates in the future.

Conclusion

China’s AI race is heating up. Tools like AutoGLM Rumination are part of that push. By offering powerful features for free, Zhipu is changing the game. They’re not just competing locally. Their models, like GLM-4, even challenge global tools like OpenAI’s GPT-4 in some tests. That’s no small thing. The Certified Agentic AI Developer™ and the Certified Agentic Expert™ credentials prepare you to develop the kind of sophisticated AI agents driving advancements like AutoLM Rumination in China.