What magic powers does the red pill/blue pill of the Agent framework, Arc, hold that make it most suitable for Solana?

By: blockbeats|2024/12/23 11:15:01
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After the Terminal of Truths was released, the on-chain AI Agent era began, and nowadays the Crypto market is filled with various Agentic concepts from different domains, including MeMe, utility applications, launchpads, model frameworks, hive clusters, and other concepts. Almost every day, new conceptual projects emerge, making it overwhelming for people to keep up. On December 11th, a brief introduction was given by a mysterious smiley face playing with "we take the red pill then the blue pill" reference from The Matrix, engaging in a lengthy discussion on AI philosophy topics and finally revealing the project's token address, causing an immediate market frenzy. What is it and how did it support a market cap of up to 3 billion? This article will uncover the magic behind arc.

What magic powers does the red pill/blue pill of the Agent framework, Arc, hold that make it most suitable for Solana?


Strong Team Background and Technical Strength

The team behind arc, Playgrounds, can be said to have a significant technical background and cross-industry experience. The founder, Tachi "@0thTachi," was previously involved in nuclear physics and aerospace engineering research at the Southwest Research Institute in the United States before entering the blockchain industry. This research institute is the oldest and largest independent nonprofit applied technology research organization in American history, and Tachi transitioned to being a blockchain developer after creating Playgrounds.

Another co-founder and product lead, Terry, also serves as a network technology advisory committee member for the well-known blockchain data provider Graph. Stopher "@chairman_stoph" has extensive software engineering experience and joined Tachi's team after graduating during the pandemic, thus entering the cryptocurrency field. Mateo "@belangermatteo" obtained a master's degree from the Swiss Federal Institute of Technology in Lausanne, worked as a data analyst at Ledger, and later joined Playgrounds as a core technical member. Full-stack engineer Mochan "@0xMochan" and other engineers possess considerable technical expertise.

Prior to arc, the Playgrounds team had already delivered some successful experiences with complex blockchain infrastructure. For example, they built the first Ordinals and Inscription Subflow API, as well as a Python library called Subgrounds for analyzing blockchain data indexed on the Graph network.

Breakthrough AI Agent Framework — Rig

The Rig Agent framework behind arc was originally an internal project developed at Playgrounds, aiming to provide reusable infrastructure for AI and cryptocurrency projects that need to query on-chain data, with a particular focus on a chat interface. As development progressed, the team realized that Rig had broader application potential and decided to open-source it to drive wider community participation and innovation.


Rig's goal is to go beyond traditional chatbot applications and explore more possibilities of LLM. For example, structured data extraction, synthetic data generation, and injecting intelligence into existing data pipelines. The Playgrounds team reviewed existing frameworks in the market "such as LangChain, Llama Index, etc." before development and made predictions based on future trends in LLM and AI. At that time, there was a lack of Rust-based frameworks in the Agent framework field, and Rust's high performance and security made the architecture more efficient. Combined with team members' rich Rust expertise, Rust was ultimately chosen as the primary development language for Rig.

Looking back at several leading Agent architectures in the current Crypto market, Eliza used Typescript, Zerepy used Python, and Rig stood out by developing an innovative framework based on Rust. Not only in Crypto but even in all open-source Agent architectures, the use of Rust as a development language is very rare. More well-known examples are Sobel.io's llm-chain and Playgrounds' Rig.

Tachi replied in the Discord community about the advantages of Rig compared to other agent architectures

Using Rust for development has given Rig some advantages that other architectures do not have. First is security. Rust's type system can prevent bugs early at compile time instead of needing to run to check like Typescript or Python, reducing the risk of runtime errors. Rust's memory management mechanisms (like RAII) ensure no memory leaks and avoid data races.

In terms of performance efficiency, Rig leverages Rust's zero-cost abstractions and efficient pipeline, greatly improving operational efficiency and reducing costs. When using the tokio runtime, Rig can efficiently handle parallel processing to enhance the overall agent's performance. Developers can add new feature modules through Tratis, maintaining the framework's flexibility and scalability, and enabling it to run on multiple platforms. Modularity and concurrency ensure flexibility and scalability, while dynamic tasks and event-driven behavior make the agent smarter and more efficient.

Compared to most existing LLM architectures in the Crypto space, Rig offers higher performance, scalability, ease of management, and security. Positioned in the industry chain, it can optimize Rag architectures like Eliza and support the popular Swarm concept of multiple AI agent integrations. This makes Rig's architecture ideal for extending reliable high-performance AI/ML pathways, specifically designed for enterprise-level project deployments.

This makes Rig an ideal tool for developing high-performance AI agents, excelling in fields such as gaming, robotics, workflow automation, and real-time simulations. The architecture allows seamless scalability from local development environments to enterprise-level systems, laying the foundation for institutional adoption. When a project delivers high-quality products to enterprise-level clients rather than just catering to regular users for entertainment, these enterprise-grade AI agents can even replace entire industry chains in some use cases, as proven in the Web2 AI agent market. Currently, Rig has amassed over 100 forks and 1400 stars on GitHub, with these numbers rapidly increasing.

The Mysterious Smiley Face: What is "arc" Exactly?

With new project concepts emerging almost daily and technology evolving rapidly, the landscape is often plagued by numerous scams. This is a common criticism of the blockchain space, where scam projects frequently erode trust in certain concepts, reminiscent of the Gremlins' Law. However, arc's approach stands in stark contrast to this trend. Recently, the website's prologue, finally unveiled as a "handshake," shed light on the initial concept. The team referred to it as a handshake, and the promotional video, starting from versions of robots and humans akin to "creating Adam," gradually depicted two hands approaching each other as if to shake hands, symbolizing the era of collaboration between humans and AI agents in a playful manner.

Most Agent platforms will try to keep the process of creating, issuing, and funding an AI Agent as short as possible, often resorting to a pump.fun-like bonding curve model, aiming to make it easier for people to issue AI Agents and thus have more AI Agent projects emerge. This is actually a win-win for the platform and its users. However, it may not be the same for the market. Under the rapidly evolving landscape, nurtured by the MeMe era frenzy, Devs and Degens, the assembly line-like process seems to apply to this AI wave. As a result, developers are required to update faster, with shorter development cycles. Understanding of the development and the market varies. Apart from the established flagship projects, it's hard for products in the market to settle down and focus on actual innovation.

Handshake's issuance logic is quite different from almost all Agent platforms on the market. Tachi stated that their development standards are very high, implementing one of the strictest code review processes in the crypto field to ensure ecosystem quality. arc requires participants to first send $500 worth of arc to a specified address to verify and reduce spam but this is not a mandatory step.
Formal participants must first submit a proposal "clearly outlining the project's goals, technical solutions, team background, and the team's contribution to the $arc ecosystem, among others." Subsequently, the proposal undergoes review "with evaluations from the team and core community members in various dimensions." Only when the proposal is approved will the project be allowed to appear on the registration list. Essentially, the team helps conduct the initial due diligence before presenting the project to the community members, followed by fundraising either by the team itself or through community donations to form the arc or Sol trading pair phase.

This submission model is somewhat of a combination of a grant or hackathon project submission format and an IDO form. In other projects, this could be seen as a failed business model due to the high barrier to entry for participants and the low review efficiency, potentially resulting in significant fee reductions.

While it's not ruled out that they may also issue AI Agents in a Pump.fun-like distribution model in the future, the approach taken by arc is somewhat reasonable. Initially from a technical standpoint, Rust development has a higher barrier to entry compared to developers using Python or Typescript, leading to longer development cycles. Having Rig developers and other developers roll up development efficiency is a net loss, and in the long run, the product quality will gradually decline.

From a business perspective and the overall team vision, they want to build a product that is truly capable of high-performance enterprise-level AI Agent, not just a chatbot. Their ultimate vision is to combine the thinking patterns and reasoning methods of all AI Agents through the Agent Pipeline to ultimately form an Agent with a deeper understanding of things' existence, enabling AI to generate more thoughts. This requires higher-quality Data Feed and more mature reasoning ability, where quality is more important than quantity.

It is worth mentioning that on the handshake page, arc indicates that they will conduct a partnership review with the Solana and Arbitrum chain ecosystems. The market has been discussing how it is hard not to draw parallels when the best Rust-based Layer1 meets the best Rust-based AI framework. Now, it seems that an answer has been provided.

arc, like many Crypto AI projects, is at the intersection of two transformative technologies, "artificial intelligence and blockchain." We are rapidly entering a new paradigm where humans and agents will interact both on-chain and off-chain.

arc is a thriving developer ecosystem driving AI-based innovation. Its core idea revolves around arc complex, which is a collaborative network composed of developers, projects, and informational resources.

arc is also a bridge, connecting the excellent talents in the blockchain and artificial intelligence fields to build the infrastructure needed for the future Crypto+AI Agent.

arc is also a platform for AI Agent distribution, building pairs based on the arc architecture, providing incentives for the AI Agent, the Agent's system, or improving the Rig architecture itself.

arc takes the red pill to understand the shortcomings of the current Agent architecture, the chaos in the market, knowing that all these changes cannot be achieved overnight. With the team's technical strength, the power of the community developers, and the crowd that acknowledges his thoughts, in the end, they can take the blue pill. It is not just a project but more like a practitioner building the future blueprint.

/arccellerate

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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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