The next competition in AI is no longer about models, but about value systems

As the capabilities of large models rapidly converge, the competitive focus of the AI industry is shifting. Recently, Arkie AI has proposed a complete "AI Value System" framework, attempting to provide a new commercial infrastructure idea for the AI industry from three levels: value entry, value circulation, and value rights. This framework offers a new perspective on the commercialization paths currently being discussed in the industry.

Models are getting stronger, but value is still flowing in one direction

In the past few years, the development speed of large models has far exceeded the iteration speed of business models. From the wave of generative AI sparked by ChatGPT to the intensive emergence of AI Agents, AI search, AI programming, AI video, and AI office products, model capabilities are refreshing industry perceptions almost every month. Today, whether it is OpenAI, Google, Anthropic, or the continuously growing open-source camp, they are all capable of handling complex tasks such as writing, programming, translation, design, and video generation.

However, at the same time, a real issue is becoming increasingly apparent: AI creates value, but that value has not formed a true cycle. Most AI products' business models still remain in the traditional internet era—users pay subscription fees, companies earn revenue, and platforms continue to invest in research and development, with the entire value flow being almost one-directional.

With the rise of AI Agents, AI will no longer just be a conversational tool but will become a truly intelligent entity participating in commercial activities, automatically purchasing services, completing procurement, calling APIs, managing assets, and even completing transactions. This means that what the AI commercial ecosystem needs is not just a stronger model, but a complete set of new infrastructure that can support value creation, value circulation, and value distribution.

Three-tier structure: from value entry to value rights

In the framework proposed by Arkie AI, the future AI commercial ecosystem is divided into three core levels.

The first level is Value Entry. When AI directly participates in transactions, whether it is AI Agents purchasing services or AI automatically completing payments, a payment entry suitable for AI use is needed. Traditional payment systems mainly target people and businesses, while future payment systems need to cater to AI Agents, digital identities, automated transactions, and on-chain assets. Arkie AI defines this layer as Arkie Pay, which enables AI to directly complete payments, settlements, and value exchanges through a unified payment entry, providing underlying capabilities for AI commercial activities.

The second level is Value Flow. Payment is just the beginning; the real key is how value continues to flow. In the internet era, once a platform completes a transaction, the value stops flowing; however, the AI commercial system requires a continuous value cycle. Arkie AI proposes a value circulation system centered around ARK Token, allowing behaviors such as payments, consumption, service calls, and ecological applications to circulate within the same value system. Compared to traditional points systems, digital assets inherently possess characteristics of global circulation, programmability, combinability, and traceability, making them more suitable as value carriers in the AI commercial ecosystem.

The third level is Value Rights. If payment solves the entry issue and tokens solve the circulation issue, then the next question the AI industry needs to answer is: who does the value actually belong to? AI's training comes from users, its growth comes from data, and its commercialization comes from the entire ecosystem. Arkie AI defines this layer as Arkie NFT, which is not merely a digital collectible but a certificate of long-term participation in the ecosystem. The starting point of this design is to provide a public and verifiable record of the distribution of ecological value, ensuring that the commercial value of AI does not just remain at the transactional level but can further extend to long-term value sharing.

From a single transaction to a value closed loop

In Arkie AI's view, a mature AI commercial ecosystem should not just complete a single transaction but should form a complete value closed loop: AI creates value, the payment system undertakes value, digital assets promote value circulation, the rights system shares value, ecosystem participants continuously contribute, and ultimately drive AI to create more value. Such a cycle is necessary to form a continuously growing business flywheel.

This idea aligns closely with the "AI Economy" concept that has been continuously discussed in the industry in recent years. The focus of future competition will not just be on model parameters and reasoning capabilities, but on who can establish a business system that allows value to continuously flow and be shared.

AI business competition is entering a new stage

Looking back at the development history of the internet, it can be found that every industrial upgrade does not only come from technological breakthroughs. In the search era, what truly changed the world was Google's established information distribution system; in the mobile internet era, what truly transformed the industry was the commercial ecosystem built by the App Store; in the mobile payment era, what truly changed consumption patterns was the payment network and commercial infrastructure.

Today, AI is at a similar juncture: model capabilities are rapidly converging, while commercial infrastructure is still in its early stages. The AI Value System proposed by Arkie AI revolves around the three major modules of value entry, value circulation, and value rights, attempting to provide a new commercial architecture idea for the AI era.

As AI Agents, digital payments, on-chain economies, and intelligent commerce continue to merge, AI competition may be shifting from competition in model capabilities to a higher-level competition in value systems. What truly defines the value of an AI platform will not just be how smart the model is, but whether it can build a complete ecosystem that continuously creates, circulates, and shares value.

About Arkie AI

Arkie AI is a "universal spirit" that can help you summon AI from around the world. It allows ordinary people to no longer need to study models, compare parameters, or learn prompts; they just need to express their needs as if chatting, and the world's leading AI capabilities will automatically collaborate to complete tasks for them. Arkie AI's mission is to enable everyone to easily possess and use the most advanced artificial intelligence.

At the level of computing power infrastructure, Arkie AI has partnered with Tencent Cloud to jointly support the platform's scalable service capabilities for global users.