2025 03 11 The word count of this article is 1680, and the reading time is about 3 minutes Introduction Manus plays a positive role in promoting the development of the domestic Agent ecosystem and the landing of Agent technology. Author First Finance Lv Qian
2025 03 11 The word count of this article is 1680, and the reading time is about 3 minutes Read Manus on the development of the domestic Agent ecosystem Agent technology landing, play a positive role in promoting.
2025 03 11
The word count of this article is 1680, and the reading time is about 3 minutes.
Introduction Manus plays a positive role in promoting the development of the domestic Agent ecosystem and the landing of Agent technology.
Author First Finance Lv Qian
After Manus burst into flames, Li Guohao, founder of CAMEL AI org community, posted a paragraph in his circle of friends Manus ignited the Agent intelligent body technology, the technology allows more people to pay attention to the faster iteration and progress.
Up to now, a number of AI enterprises have successfully reproduced Manus products one after another. Previously, the first financial conversation MetaGPT team analyzed the reproduction route, and on March 11, the same successful reproduction of Li Guohao analyzed the impact of Manus on the industry to the first financial reporter.
Strictly speaking, CAMEL AI org is not a company, but an open source community. On March 21, 2023, the CAMEL framework was then officially released to the public, in which the user only needs to input a preliminary idea, and the system can automatically formulate detailed steps for implementation, and then the AI Assistant Intelligent Body and the AI User Intelligent Body will gradually complete the task by chatting and collaborating.
Later, the team added new interaction capabilities to the CAMEL framework, launching the embodied agent, with the ability to browse the Internet and read documents. Based on this foundation, after Manus exploded in popularity, the CAMEL team launched the OWL Optimized Workforce Learning project, which is a Multi Agent multi-intelligence system built based on the CAMEL AI framework, and has achieved an average score of 5818 in the GAIA benchmark test.
OWL System Architecture
Previously, Manus disclosed that it has reached the current optimal level of SOTA in the GALA benchmark evaluation, surpassing OpenAI Deep Research and other competitors. Li Guohao previously said in the exchange group OWL capped the GALA open source first, and is confident to brush Manus.
GAIA is a platform launched by the Meta AI HuggingFace and AutoGPT teams, with the participation of Yann LeCun, winner of the Turing Award, and Thomas Wolf, Chief Scientist of HuggingFace, to solve the problem of the rapid breakthrough of the existing large language model benchmark test and the difficulty of evaluating new models.
The OpenManus released by the MetaGPT team, which has already completed the Manus replica, also belongs to the AI Agent products, and adopts the Multi Agent architecture with Manus, which is capable of breaking down complex tasks into multiple subtasks and assigning them to different Agents for execution. And Li Guohao team in 2023 will publish a paper to introduce the open source multi-intelligence body framework CAMEL developed by his team. just the time development to 2025, the competition of AI framework is more intense, CAMEL AI, although in the field of multi-intelligence body collaboration with the groundbreaking, but in the commercialization and large-scale application of the relatively slow.
Talking about the specific reasons why the team was able to quickly replicate Manus, Li Guohao said that it was mainly due to the fact that the CAMEL framework has a mature ecosystem, and many of the basic technologies and products have been done before, and each basic Agent tool is already there. Just this time the team will be these Agent products simply linked together.
But in the timeline and development of the original intention, Li said, OWL project itself is a more serious scientific research project, the team has been doing a few months time, only because of the recent industry hot events to choose this point in time to disclose the release. The success of Manus, in Li’s opinion, is also based on the development of various intelligent body technology to a mature stage of the phenomenon of out of the circle. He claimed that Manus itself is an excellent project, the product side is doing well, and the engineering perspective also has something to learn from, just because it is currently too hot in the public opinion side, resulting in polarized voices.
For the impact of Manus in the AI industry, Li Guohao told reporters that Manus is like a fire lighting up the industry, so that more people are concerned about the Agent field, the development of the domestic Agent ecosystem Agent technology landing to play a positive role in promoting the development of the developer community also see that there are more possibilities to invest in Agent development. CAMEL AI org community itself, for example, Li Guohao disclosed Manus fire, the community yesterday flooded more than 5,000 developers to use the CAMEL framework under the open source products, and put forward specific comments to help the community quickly iterate technology.
In December last year, Li judged that intelligent bodies will soon enter the lives of ordinary people, everyone will have more than one intelligent body to help complete the work, one-person companies will also be more and more.
Open Source Securities analysts believe that Manus or open the era of general AI intelligent body, and drive the head of the big model vendors to accelerate the launch of Agent, general and vertical field Agent is expected to be parallel, superimposed on the breakthroughs in multi-modal AI, to further boost the end side AI application landing.
WeChat Edit The donkey of the production team Pulling the mill version
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