Market Cap Skyrockets Past $70 Million, Why Can Swarms Withstand FUD from a16z?

By: blockbeats|2024/12/30 17:00:05
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Original Article Compilation: zhouzhou, BlockBeats

Today, Swarms' price surge once again caught people's attention. The entire community was abuzz with two hot topics: the "anxiety" rumor of AI16Z founder Shaw and the controversy surrounding OpenAI's Sama, who was suspected of infringing on the Swarm multi-agent framework. Some speculate that the mastermind behind this thrilling price pump may be the AI Agent based on Mcs. This Agent can not only answer medical knowledge questions but is also considered the most user-friendly and practical product in the Swarms architecture. Its founder, Kye Gomez, a 20-year-old "teenage genius" who dropped out of high school, spent three years mastering the multi-agent coordination framework Swarms, running 45 million agents, serving industries such as finance, insurance, and healthcare, establishing itself as a hardcore powerhouse.

Rollercoaster Price Action

After the Swarms token was launched on December 18, it quickly surged to its peak market cap of $74.2 million on the 21st. However, the good times did not last, and the market cap plummeted like a rollercoaster to around $6 million.

Subsequently, it fluctuated around $13 million before finally starting a rebound on the 27th, rising from a low of $12 million to $30 million, then skyrocketing nearly threefold to nearly $70 million, almost breaking the previous high. The trading volume today also matched the excitement, soaring directly to $60.8 million. This exhilarating market trend has left netizens feeling like they are on a rollercoaster ride in the cryptocurrency world.

Market Cap Skyrockets Past $70 Million, Why Can Swarms Withstand FUD from a16z?

The Future Code Behind Swarms

Behind the rollercoaster-like price action is a cohesive team of multiple AI agents working together to tackle complex challenges. Their collective wisdom and coordination abilities far surpass those of individual agents, which is the goal pursued by Kye Gomez's Swarms project. However, mere creativity and ideas are not enough. What truly makes all this possible is the core technology introduced by Swarms — the Swarm Node (SNAI). It can be said that SNAI is the "neural hub" of the AI agent world, providing robust support and assurance for seamless cooperation among agents.

"Teenage Genius" Founder

Behind the core founder of Swarms, Kye Gomez, is hailed as a "teenage genius" in the field of artificial intelligence, demonstrating astonishing hardcore skills at just 20 years old. Although he dropped out of high school, in just three years, he developed the multi-agent coordination framework Swarms and successfully operated 45 million AI agents, providing high-quality services to multiple industries such as finance, insurance, and healthcare, showcasing the young man's profound capabilities.

In his research on autonomous and collaborative AI agents, he not only developed the "super-efficient SSM + MoE model" and "hybrid flow model" but also delved into AI alignment and its potential in the fields of biology and nanotechnology. In fact, among Kye's many projects, Swarms is just one of his high-quality projects; the young man's strength is deep and not to be underestimated, and a deeper understanding reveals that he has many other outstanding projects.

For example, Agora serves as an open-source AI research lab focusing on the integration of AI with biology and nanotechnology, Pegasus is his exploration in the field of natural language processing and embedding models, and he also contributed to the open-source implementation of AlphaFold3. Kye's resume and achievements all unmistakably indicate the rise of a true technological innovator.

Swarms AI Agent Orchestration Framework and Core Features


Next, let's delve into the genius teenager's Swarms project, which aims to develop and promote an enterprise-ready multi-agent orchestration framework. In simple terms, the core function of Swarms is to enable multiple AI agents to collaborate like a team, leveraging collective intelligence to solve complex problems. It not only supports seamless integration with external AI services and APIs to extend functionality but also provides agents with almost limitless long-term memory to enhance context understanding, while allowing for custom workflows. Tailored to enterprise needs, Swarms boasts high reliability and scalability and ensures optimal performance through automatic optimization of language model parameters. In this way, Swarms can harness collective intelligence among agents to tackle complex challenges more easily than individual agents.

The Swarms project stands out with its powerful technological barrier and market performance, and its AI agent orchestration framework, after nearly three years of stable operation, has provided efficient solutions to numerous enterprises on its official website. From data processing to customer service to report generation, Swarms has significantly enhanced business efficiency through automation while markedly reducing operational costs, showcasing its undeniable strength. As an open-source project, Swarms has sparked enthusiastic attention in the developer community, with over 2.1K stars on GitHub, gaining the wisdom and support of many developers. Therefore, all the accumulations of Swarms attest to the maturity and innovation of the technology.

SNAI

It seems that Twitter users all agree that the next stage for AI agents is collective cooperation (Agent Swarms), achieving more efficient work through communication and collaboration among multiple agents. This approach allows agents from different frameworks to interact and leverage their specialized strengths to excel in specific tasks and scenarios.

As an enabler for Agent Swarms, Swarm Node (SNAI) is a serverless infrastructure designed to support the concept of Swarms. SNAI addresses all technical challenges of running AI agents, eliminating the need to worry about hardware and infrastructure costs, allowing users to easily deploy, coordinate, and manage agents through Python scripts. It also supports chain interactions, scheduling, and multi-language operations, providing new opportunities for small-scale creators who cannot run agents around the clock or lack hardware support.

Users do not need to pay server fees; they only pay for actual execution time used, making SNAI more efficient than other subscription-based solutions. What sets SNAI apart is that its agents are not isolated but can collaborate in a "chained" manner to form a Swarm.

The role of the Swarm is to divide tasks among different agents, with each agent focusing on a specific task and passing the results to the next agent. Through REST API and Python SDK, other applications can easily integrate with SNAI, allowing users to flexibly coordinate their Swarm's behavior (e.g., when to run and which data to use).

But that's not all. As the SNAI framework is still in its early development stage, several features will be added in the future, including data storage (a mini cloud database that allows agents to share selected data), task scheduling (running agents at specific times), and agent library (pre-built agents created by the community available for running, customization, and optimization). Additionally, SNAI will achieve multi-language compatibility, currently providing a simplified API operation Python client and planning to support agent deployments written in languages like Go, Rust, TypeScript, C#, PHP, among others. The community has started developing a TypeScript client, with plans to support more languages in the future.

Just this week, there have been over 500 builds used to optimize AI agent performance. With over 10,000 executions (instances where agents start and pause), SNAI only charges for active runtime, significantly enhancing the flexibility of agent operations.

The core features of SNAI include supporting agentless serverless operation, allowing developers to integrate agents into code libraries, achieving agent chain collaboration and interaction coordination, while adopting a pay-as-you-go model, significantly reducing infrastructure costs, and lowering the barrier to entry into AI agent infrastructure.

Faceoff: AI16Z

Swarms and AI16Z both have significant influence in the AI agent field, and the two have been in constant controversy on Twitter. Despite some similarities, they differ in technical architecture and applications. Swarms adopts a collaborative "team" framework, completing complex tasks and improving efficiency through the cooperation of multiple AI agents. In contrast, AI16Z's Eliza framework is more like a flexible "coordinator," emphasizing multi-platform support and multi-model integration, able to quickly adapt to multiple scenarios. Below is a comparison of the two agents from two aspects.

Technical Framework and Architecture

Swarms is like a disciplined team. The Swarms framework supports multiple AI agents working collaboratively. With autonomy, modularity, and scalability, AI agents efficiently collaborate, excel at breaking down complex tasks, and complete operations with clear division of labor and seamless coordination. AI16Z's Eliza framework is more like a versatile coordinator, focusing on multi-platform operation and multi-model integration. It emphasizes interaction between agents and has its own characteristics in flexible adaptation to multiple scenario applications.

AI Models and Applications

In terms of AI models and applications, Swarms focuses more on cleverly integrating existing AI models. Through task orchestration and team collaboration to enhance enterprise automation and team efficiency, it is more like a meticulous commander, adept at allocating multiple forces properly and focusing on "how to do better." AI16Z's Eliza framework provides developers with greater flexibility. It supports various AI models (such as Llama, Claude), giving applications more agility to handle various scenarios from social media management to financial transactions, thus bringing a versatile solution. One focuses on collaboration, the other emphasizes diversity. They are evenly matched in innovative applications, each with its own strengths.

Overall, Swarms and AI16Z are exploring the future of AI agents through distinctly different paths. Swarms is more like a disciplined team, impressing enterprise users with efficient collaboration and technical prowess. AI16Z's Eliza is more like a versatile player, showcasing unlimited potential through flexible adaptation and scenario diversity. In this era of fierce competition, the story of AI agents is just beginning. Who will stand out in this race? We wait and see!

Reference:https://fraxcesco.substack.com/p/introducing-swarm-node-serverless?utm_source=post-email-title&publication_id=1419537&post_id=153678118&utm_campaign=email-post-title&isFreemail=true&r=2i6286&triedRedirect=true&utm_medium=email

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China's Central Bank and Eight Other Departments' Latest Regulatory Focus: Key Attention to RWA Tokenized Asset Risk


Foreword: Today, the People's Bank of China's website published the "Notice of the People's Bank of China, National Development and Reform Commission, Ministry of Industry and Information Technology, Ministry of Public Security, State Administration for Market Regulation, China Banking and Insurance Regulatory Commission, China Securities Regulatory Commission, State Administration of Foreign Exchange on Further Preventing and Dealing with Risks Related to Virtual Currency and Others (Yinfa [2026] No. 42)", the latest regulatory requirements from the eight departments including the central bank, which are basically consistent with the regulatory requirements of recent years. The main focus of the regulation is on speculative activities such as virtual currency trading, exchanges, ICOs, overseas platform services, and this time, regulatory oversight of RWA has been added, explicitly prohibiting RWA tokenization, stablecoins (especially those pegged to the RMB). The following is the full text:


To the people's governments of all provinces, autonomous regions, and municipalities directly under the Central Government, the Xinjiang Production and Construction Corps:


  Recently, there have been speculative activities related to virtual currency and Real-World Assets (RWA) tokenization, disrupting the economic and financial order and jeopardizing the property security of the people. In order to further prevent and address the risks related to virtual currency and Real-World Assets tokenization, effectively safeguard national security and social stability, in accordance with the "Law of the People's Republic of China on the People's Bank of China," "Law of the People's Republic of China on Commercial Banks," "Securities Law of the People's Republic of China," "Law of the People's Republic of China on Securities Investment Funds," "Law of the People's Republic of China on Futures and Derivatives," "Cybersecurity Law of the People's Republic of China," "Regulations of the People's Republic of China on the Administration of Renminbi," "Regulations on Prevention and Disposal of Illegal Fundraising," "Regulations of the People's Republic of China on Foreign Exchange Administration," "Telecommunications Regulations of the People's Republic of China," and other provisions, after reaching consensus with the Cyberspace Administration of China, the Supreme People's Court, and the Supreme People's Procuratorate, and with the approval of the State Council, the relevant matters are notified as follows:


  I. Clarify the essential attributes of virtual currency, Real-World Assets tokenization, and related business activities


  (I) Virtual currency does not possess the legal status equivalent to fiat currency. Virtual currencies such as Bitcoin, Ether, Tether, etc., have the main characteristics of being issued by non-monetary authorities, using encryption technology and distributed ledger or similar technology, existing in digital form, etc. They do not have legal tender status, should not and cannot be circulated and used as currency in the market.


  The business activities related to virtual currency are classified as illegal financial activities. The exchange of fiat currency and virtual currency within the territory, exchange of virtual currencies, acting as a central counterparty in buying and selling virtual currencies, providing information intermediary and pricing services for virtual currency transactions, token issuance financing, and trading of virtual currency-related financial products, etc., fall under illegal financial activities, such as suspected illegal issuance of token vouchers, unauthorized public issuance of securities, illegal operation of securities and futures business, illegal fundraising, etc., are strictly prohibited across the board and resolutely banned in accordance with the law. Overseas entities and individuals are not allowed to provide virtual currency-related services to domestic entities in any form.


  A stablecoin pegged to a fiat currency indirectly fulfills some functions of the fiat currency in circulation. Without the consent of relevant authorities in accordance with the law and regulations, any domestic or foreign entity or individual is not allowed to issue a RMB-pegged stablecoin overseas.


(II)Tokenization of Real-World Assets refers to the use of encryption technology and distributed ledger or similar technologies to transform ownership rights, income rights, etc., of assets into tokens (tokens) or other interests or bond certificates with token (token) characteristics, and carry out issuance and trading activities.


  Engaging in the tokenization of real-world assets domestically, as well as providing related intermediary, information technology services, etc., which are suspected of illegal issuance of token vouchers, unauthorized public offering of securities, illegal operation of securities and futures business, illegal fundraising, and other illegal financial activities, shall be prohibited; except for relevant business activities carried out with the approval of the competent authorities in accordance with the law and regulations and relying on specific financial infrastructures. Overseas entities and individuals are not allowed to illegally provide services related to the tokenization of real-world assets to domestic entities in any form.


  II. Sound Work Mechanism


  (III) Inter-agency Coordination. The People's Bank of China, together with the National Development and Reform Commission, the Ministry of Industry and Information Technology, the Ministry of Public Security, the State Administration for Market Regulation, the China Banking and Insurance Regulatory Commission, the China Securities Regulatory Commission, the State Administration of Foreign Exchange, and other departments, will improve the work mechanism, strengthen coordination with the Cyberspace Administration of China, the Supreme People's Court, and the Supreme People's Procuratorate, coordinate efforts, and overall guide regions to carry out risk prevention and disposal of virtual currency-related illegal financial activities.


  The China Securities Regulatory Commission, together with the National Development and Reform Commission, the Ministry of Industry and Information Technology, the Ministry of Public Security, the People's Bank of China, the State Administration for Market Regulation, the China Banking and Insurance Regulatory Commission, the State Administration of Foreign Exchange, and other departments, will improve the work mechanism, strengthen coordination with the Cyberspace Administration of China, the Supreme People's Court, and the Supreme People's Procuratorate, coordinate efforts, and overall guide regions to carry out risk prevention and disposal of illegal financial activities related to the tokenization of real-world assets.


  (IV) Strengthening Local Implementation. The people's governments at the provincial level are overall responsible for the prevention and disposal of risks related to virtual currencies and the tokenization of real-world assets in their respective administrative regions. The specific leading department is the local financial regulatory department, with participation from branches and dispatched institutions of the State Council's financial regulatory department, telecommunications regulators, public security, market supervision, and other departments, in coordination with cyberspace departments, courts, and procuratorates, to improve the normalization of the work mechanism, effectively connect with the relevant work mechanisms of central departments, form a cooperative and coordinated working pattern between central and local governments, effectively prevent and properly handle risks related to virtual currencies and the tokenization of real-world assets, and maintain economic and financial order and social stability.


  III. Strengthened Risk Monitoring, Prevention, and Disposal


  (5) Enhanced Risk Monitoring. The People's Bank of China, China Securities Regulatory Commission, National Development and Reform Commission, Ministry of Industry and Information Technology, Ministry of Public Security, State Administration of Foreign Exchange, Cyberspace Administration of China, and other departments continue to improve monitoring techniques and system support, enhance cross-departmental data analysis and sharing, establish sound information sharing and cross-validation mechanisms, promptly grasp the risk situation of activities related to virtual currency and real-world asset tokenization. Local governments at all levels give full play to the role of local monitoring and early warning mechanisms. Local financial regulatory authorities, together with branches and agencies of the State Council's financial regulatory authorities, as well as departments of cyberspace and public security, ensure effective connection between online monitoring, offline investigation, and fund tracking, efficiently and accurately identify activities related to virtual currency and real-world asset tokenization, promptly share risk information, improve early warning information dissemination, verification, and rapid response mechanisms.


  (6) Strengthened Oversight of Financial Institutions, Intermediaries, and Technology Service Providers. Financial institutions (including non-bank payment institutions) are prohibited from providing account opening, fund transfer, and clearing services for virtual currency-related business activities, issuing and selling financial products related to virtual currency, including virtual currency and related financial products in the scope of collateral, conducting insurance business related to virtual currency, or including virtual currency in the scope of insurance liability. Financial institutions (including non-bank payment institutions) are prohibited from providing custody, clearing, and settlement services for unauthorized real-world asset tokenization-related business and related financial products. Relevant intermediary institutions and information technology service providers are prohibited from providing intermediary, technical, or other services for unauthorized real-world asset tokenization-related businesses and related financial products.


  (7) Enhanced Management of Internet Information Content and Access. Internet enterprises are prohibited from providing online business venues, commercial displays, marketing, advertising, or paid traffic diversion services for virtual currency and real-world asset tokenization-related business activities. Upon discovering clues of illegal activities, they should promptly report to relevant departments and provide technical support and assistance for related investigations and inquiries. Based on the clues transferred by the financial regulatory authorities, the cyberspace administration, telecommunications authorities, and public security departments should promptly close and deal with websites, mobile applications (including mini-programs), and public accounts engaged in virtual currency and real-world asset tokenization-related business activities in accordance with the law.


  (8) Strengthened Entity Registration and Advertisement Management. Market supervision departments strengthen entity registration and management, and enterprise and individual business registrations must not contain terms such as "virtual currency," "virtual asset," "cryptocurrency," "crypto asset," "stablecoin," "real-world asset tokenization," or "RWA" in their names or business scopes. Market supervision departments, together with financial regulatory authorities, legally enhance the supervision of advertisements related to virtual currency and real-world asset tokenization, promptly investigating and handling relevant illegal advertisements.


  (IX) Continued Rectification of Virtual Currency Mining Activities. The National Development and Reform Commission, together with relevant departments, strictly controls virtual currency mining activities, continuously promotes the rectification of virtual currency mining activities. The people's governments of various provinces take overall responsibility for the rectification of "mining" within their respective administrative regions. In accordance with the requirements of the National Development and Reform Commission and other departments in the "Notice on the Rectification of Virtual Currency Mining Activities" (NDRC Energy-saving Building [2021] No. 1283) and the provisions of the "Guidance Catalog for Industrial Structure Adjustment (2024 Edition)," a comprehensive review, investigation, and closure of existing virtual currency mining projects are conducted, new mining projects are strictly prohibited, and mining machine production enterprises are strictly prohibited from providing mining machine sales and other services within the country.


  (X) Severe Crackdown on Related Illegal Financial Activities. Upon discovering clues to illegal financial activities related to virtual currency and the tokenization of real-world assets, local financial regulatory authorities, branches of the State Council's financial regulatory authorities, and other relevant departments promptly investigate, determine, and properly handle the issues in accordance with the law, and seriously hold the relevant entities and individuals legally responsible. Those suspected of crimes are transferred to the judicial authorities for processing according to the law.


 (XI) Severe Crackdown on Related Illegal and Criminal Activities. The Ministry of Public Security, the People's Bank of China, the State Administration for Market Regulation, the China Banking and Insurance Regulatory Commission, the China Securities Regulatory Commission, as well as judicial and procuratorial organs, in accordance with their respective responsibilities, rigorously crack down on illegal and criminal activities related to virtual currency, the tokenization of real-world assets, such as fraud, money laundering, illegal business operations, pyramid schemes, illegal fundraising, and other illegal and criminal activities carried out under the guise of virtual currency, the tokenization of real-world assets, etc.


  (XII) Strengthen Industry Self-discipline. Relevant industry associations should enhance membership management and policy advocacy, based on their own responsibilities, advocate and urge member units to resist illegal financial activities related to virtual currency and the tokenization of real-world assets. Member units that violate regulatory policies and industry self-discipline rules are to be disciplined in accordance with relevant self-regulatory management regulations. By leveraging various industry infrastructure, conduct risk monitoring related to virtual currency, the tokenization of real-world assets, and promptly transfer issue clues to relevant departments.


  IV. Strict Supervision of Domestic Entities Engaging in Overseas Business Activities


(XIII) Without the approval of relevant departments in accordance with the law and regulations, domestic entities and foreign entities controlled by them may not issue virtual currency overseas.


  (XIV) Domestic entities engaging directly or indirectly in overseas external debt-based tokenization of real-world assets, or conducting asset securitization activities abroad based on domestic ownership rights, income rights, etc. (hereinafter referred to as domestic equity), should be strictly regulated in accordance with the principles of "same business, same risk, same rules." The National Development and Reform Commission, the China Securities Regulatory Commission, the State Administration of Foreign Exchange, and other relevant departments regulate it according to their respective responsibilities. For other forms of overseas real-world asset tokenization activities based on domestic equity by domestic entities, the China Securities Regulatory Commission, together with relevant departments, supervise according to their division of responsibilities. Without the consent and filing of relevant departments, no unit or individual may engage in the above-mentioned business.


  (15) Overseas subsidiaries and branches of domestic financial institutions providing Real World Asset Tokenization-related services overseas shall do so legally and prudently. They shall have professional personnel and systems in place to effectively mitigate business risks, strictly implement customer onboarding, suitability management, anti-money laundering requirements, and incorporate them into the domestic financial institutions' compliance and risk management system. Intermediaries and information technology service providers offering Real World Asset Tokenization services abroad based on domestic equity or conducting Real World Asset Tokenization business in the form of overseas debt for domestic entities directly or indirectly venturing abroad must strictly comply with relevant laws and regulations. They should establish and improve relevant compliance and internal control systems in accordance with relevant normative requirements, strengthen business and risk control, and report the business developments to the relevant regulatory authorities for approval or filing.


  V. Strengthen Organizational Implementation


  (16) Strengthen organizational leadership and overall coordination. All departments and regions should attach great importance to the prevention of risks related to virtual currencies and Real World Asset Tokenization, strengthen organizational leadership, clarify work responsibilities, form a long-term effective working mechanism with centralized coordination, local implementation, and shared responsibilities, maintain high pressure, dynamically monitor risks, effectively prevent and mitigate risks in an orderly and efficient manner, legally protect the property security of the people, and make every effort to maintain economic and financial order and social stability.


  (17) Widely carry out publicity and education. All departments, regions, and industry associations should make full use of various media and other communication channels to disseminate information through legal and policy interpretation, analysis of typical cases, and education on investment risks, etc. They should promote the illegality and harm of virtual currencies and Real World Asset Tokenization-related businesses and their manifestations, fully alert to potential risks and hidden dangers, and enhance public awareness and identification capabilities for risk prevention.


  VI. Legal Responsibility


  (18) Engaging in illegal financial activities related to virtual currencies and Real World Asset Tokenization in violation of this notice, as well as providing services for virtual currencies and Real World Asset Tokenization-related businesses, shall be punished in accordance with relevant regulations. If it constitutes a crime, criminal liability shall be pursued according to the law. For domestic entities and individuals who knowingly or should have known that overseas entities illegally provided virtual currency or Real World Asset Tokenization-related services to domestic entities and still assisted them, relevant responsibilities shall be pursued according to the law. If it constitutes a crime, criminal liability shall be pursued according to the law.


  (19) If any unit or individual invests in virtual currencies, Real World Asset Tokens, and related financial products against public order and good customs, the relevant civil legal actions shall be invalid, and any resulting losses shall be borne by them. If there are suspicions of disrupting financial order and jeopardizing financial security, the relevant departments shall deal with them according to the law.


  This notice shall enter into force upon the date of its issuance. The People's Bank of China and ten other departments' "Notice on Further Preventing and Dealing with the Risks of Virtual Currency Trading Speculation" (Yinfa [2021] No. 237) is hereby repealed.


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