Speeding against the market + violent washout, will $swarms be the next $arc?

Author: Shenchao TechFlow

When Bitcoin is falling and copycats are booming, Memes in the first-level chain market have temporarily become a "safe haven" in the market. Although some Memes with high market capitalizations that have already been listed on the stock market will inevitably continue to fall due to the impact of the broader market, for new hot assets (or speed trading is more appropriate), panic market sentiment can only cause some superficial injuries at best.

Last Friday, the enterprise-level multi-agent collaboration framework Swarms **** Announced on Twitter "claiming" the token $swarms issued through Pump.Fun. The reason why it is "claimed" is because $swarms was not released on the day of the official announcement, but existed two days in advance. At that time, $swarms, which had no official endorsement, may have been regarded by the market as a common "scam", and its market value was once at a low of $6,000 that no one cared about.

With $arc’s bejeweled and yellow-robed $swarms framed narrative, the market will pay without hesitation. On "Black Friday" when altcoins plummeted across the board, $swarms only consolidated sideways during the most panicked hours of the market, and then directly broke through the $70 million market capitalization.

By combining the relevant information provided by Swarms' official website and technical documents , we have a preliminary understanding of what the Swarms framework does.

Note: Meme token prices fluctuate violently and are highly risky. Investors should fully assess the risks and participate with caution. This article only transfers and shares information based on market hot spots. The author and the platform do not guarantee the completeness and accuracy of the content of the article. At the same time, this article does not provide any investment advice.

Is the technical team entering the scene again?

In addition to the public token address on the homepage of the Swarms official website, the developer of the Swarms framework @KyeGomezB **** News about tokens also continued to be discussed that day.

According to Kye Gomes' Github homepage , the Swarms framework has received more than 2,000 stars ($arc's rig framework currently has 1,300 stars).

With the Github certification, at least the hard-core technical identity of the $swarms token is confirmed.

Enterprise-level multi-agent collaboration framework

The Swarms framework was not originally a Crypto Native specifically designed to serve Web3. Its core positioning is just like the original meaning of the word "Swarms" - bee swarm. It is an enterprise-level multi-agent collaboration framework. Others are not just a simple AI development tool, but a complete set of solutions focused on solving the practical problems faced by enterprises in the implementation of AI.

In practical applications, Swarms provides a complete tool chain that enables enterprises to easily build and manage collaboration between multiple AI agents. These AI agents can be different language models, professional tools or customized agents. They can work together seamlessly to complete complex business tasks under the scheduling of Swarms.

From a technical architecture perspective, the Swarms framework includes the following core components:

• Task scheduling system: responsible for decomposing complex tasks and assigning them to appropriate AI agents

• Agent management module: manages the life cycle and status of each AI agent

• Communication middleware: ensures that information transfer between agents is accurate and efficient

• Monitoring and logging system: track the running status of the entire system in real time

At the enterprise application level, Swarms provides:

• High availability guarantee: automatic fault tolerance and recovery mechanism

• Complete monitoring system: real-time tracking of AI agent performance and status

• Flexible expansion capabilities: easily add new AI capabilities and business logic

• Security considerations: complete rights management and data protection mechanism

To understand how Swarms work, we can use an analogy of a symphony orchestra:

Imagine a large orchestra playing a symphony. Traditional AI solutions are like an all-rounder trying to play all the instruments at the same time. Swarms allows each "musician" (AI agent) to focus on his or her own expertise and perform collaboratively under the control of the "conductor" (Swarms framework). Music score is the standardized task process of the entire system, while rehearsal is the continuous optimization process of the system.

For example, in an e-commerce scenario, when a user needs personalized shopping recommendations, the system will automatically coordinate multiple professional agents. The user portrait analysis agent will deeply understand the user's needs, the product recommendation agent will select the most suitable products based on this, the evaluation analysis agent will be responsible for sorting out user feedback, and finally the dialogue assistant agent will integrate this information into friendly suggestions and present them to the user. These agents perform their own duties and work seamlessly together to ultimately provide users with accurate services.

How is it different from other projects on the same track?

As products on the AI ​​framework track, whether it is $ai16z&$ELIZA with the ELIZA framework or $arc based on the rig framework, their prices show the market's recognition of the concept of underlying facilities.

So is there a competitive relationship between the Swarms framework and the other two projects? Or can each draw on their strengths and collaborate with each other?

Twitter user @tmel0211 summarized the possible connections between the three frameworks:

1. The evolution logic of standards and frameworks from ELIZA to RIG (ARC) and then to Swarms is no problem. ELIZA focuses on lightweight and rapid deployment to build AI Agents. ARC hopes to use the Rust language to improve the resource optimization and performance of AI Agent system work. What Swarms wants to build is a complex task decomposition and coordination framework for multi-AI Agent collaboration. Its multi-agent hybrid orchestration mechanism, flexible combination of serial and parallel mechanisms and multi-level Memory The memory processing architecture is very Make Sense based on the necessity and development direction of its technological evolution logic.

2. Theoretically, Swarms can integrate ARC, and ARC can optimize ELIZA. The three frameworks all have the idea of ​​modular design, and the technical vision is becoming more and more ambitious. This may be a hidden concern that is too "conceptual", or that point of view, The current standard framework is far from being able to judge the winners and losers. You should observe the improvement of the framework code base and the implementation of individual AI applications based on its framework. If you are not sure about the pros and cons of early technology, focus on the implementation of the application; technology can float in the air, but the application interaction experience will definitely fall. On the ground.

Obviously, regardless of ELIZA, RIG or Swarms, their feasibility and expansion space are still in their early stages. Different language frameworks focus on solving different problems in the large-scale adoption of AI, and "mutual collaboration" is also an unavoidable issue between frameworks in the future. theme.

The founder was questioned, and the currency price went through twists

and turns.

While the market bought into the $swarms narrative from the start, things didn't always work out smoothly.

On the day the $swarms token exploded, Shaw @shawmakesmagic, the founder of $ai16z, publicly dissed @KyeGomezB, the developer of the Swarms framework, on Twitter. , saying, "I really don't like to point out other people's problems publicly. It's a huge risk to our project, it makes a lot of people nervous, and I don't want to discourage developers who are working hard. But some people will steal from others. He also tried to take credit for his work," and cited a 23-year-old Reddit post to demonstrate Kye's plagiarism. The article pointed out that a Github repo may contain traces of stealing other people's work, and the repo belongs to Swarms developer Kye.

Shaw's fud also caused the price of $swarms to nearly halve. However, in the face of this fud, Kye, the founder of Swarms, was not convinced. While fighting back on Twitter, he posted a new token $mcs for Medicalswarm, an application based on the Swarms framework, intending to prove that his framework is not useless, but is real. Something."

It may be that Kye is not familiar with the gameplay of AI Meme. When the consensus of $swarms has not yet been stabilized and the currency price is still in a downward trend, the cool operation of issuing new coins is directly recognized by many players who do not know why as the Dev of $swarms. Don’t do this. The plate is gone, $swarms isn't worth playing with anymore. Therefore, the launch of $mcs did not play a role in saving $swarms at the beginning. Instead, it caused $swarms to fall deeper. The market value fell from a high of $74 million to $6 million, and the new currency $mcs plummeted along with it.

However, Kye, who was still inexperienced, saw this situation and realized that his handling method might be wrong. Then he urgently started a live broadcast to announce that he really wanted to build seriously, and he also locked up the $swarms tokens he held for one year. . Maybe the founder really wants to prove himself in the face of various fuds, or maybe there is an expert behind the scenes, and he uses this kind of operation to gain chips when the consensus is unstable. In short, this wave of three washes and three suns has indeed washed away many early players, and the market has come back to buy $swarms again, and the market value has gradually recovered and stabilized at around $30 million.

summary

As of writing, $swarm’s currency price trend has gradually calmed down, and its market value is still around 40 million.

The "speed pass script" of $swarms is somewhat similar to $arc. As a token with a technical background, after fermentation, the market bought it wildly, and the speed pass has a market value of tens of millions. It will take some time for profit taking to be taken out, for market understanding to be implemented, and for community consensus to gather. Such currencies are bound to experience fluctuations in the early stages.

Whether this project is really as valuable as the founder has proved himself, the market will make a corresponding choice.