From Technology Revolution to Agentic Economy
Every truly transformative technology revolution eventually reshapes not just tools but economic structures themselves. The internet gave birth to the information economy; smartphones spawned the mobile economy; blockchain enabled trust in assets, identity, and value globally, birthing the on-chain economy. Today, artificial intelligence is driving the next big shift: intelligence itself is becoming a composable, tradeable, and organizable productive force. This is what OKX founder and CEO Star calls the Agentic Economy. In this new economy, AI Agents are no longer mere chat windows or automation tools—they independently work, collaborate, create, purchase services, sell capabilities, execute transactions, and continuously earn. Star believes the Agentic Economy will be one of the most important economic waves of the next decade, and OKX.ai is the infrastructure built for it.
AI Is Not a God: Intelligence Needs Harness Engineering
Despite large models possessing powerful reasoning abilities, Star emphasizes that intelligence does not automatically translate into productivity. He draws an analogy: even if you hire the world's smartest MIT Ph.D., without onboarding, documentation, mentors, company knowledge, system permissions, and workflows, that person will struggle to create value and may even cause chaos. That's why any great company has a new-hire training system. The same applies to AI—large models need context, tools, memory, permissions, feedback, evaluation systems, and workflows to transform from 'smart' into 'reliable'. Star calls this system Harness Engineering, whose essence is converting raw intelligence into stable, controllable, and value-producing production systems.
Over the past few years, OKX has been building its own Agent Harness. Today, nearly 50% of engineering Pull Requests are completed end-to-end by AI Agents, with a target to raise that ratio to 95% in the near future. Star notes that future software competition will not be just about model capability but about Harness capability—whoever organizes intelligence better will unlock greater productivity.
Human Value Redefined: From Doer to Decider
AI will not make humans irrelevant—on the contrary, it will make truly important people even more valuable. In the past, companies hired large numbers of employees because execution was scarce: writing code, documentation, design, analysis, research, operations all required people. But in the AI era, more and more execution tasks will be completed by Agents faster, cheaper, and at scale. Therefore, human value is shifting from 'personally completing tasks' to 'defining the right tasks'. Star argues that the future's scarcest asset is judgment, not execution; knowing what to build rather than how many lines of code to write; understanding which requirement truly matters rather than how many requirements are fulfilled. Execution will become abundant, while direction remains scarce. AI will raise the bar for talent, not lower it.
The Rise of One-Person Companies and Harness Creators
In the past, even the most capable individual could hardly build a truly global company independently, as it required organizing engineers, designers, marketers, sales, customer support, legal, finance, operations, and more. But Agents change everything: one person can now have a tireless digital team—a marketing Agent acquiring customers, a product Agent iterating services, a design Agent generating content, a legal Agent researching contracts, a finance Agent handling settlements, and a customer service Agent serving global users 24/7. Star predicts that millions of one-person companies will emerge in the next decade—no office, no large team, yet possessing world-class production capacity.
A new role—the Harness Creator—is taking shape. Previously, people relied on joining companies to earn income. But in the future, more individuals can package their capabilities into Agents that continuously create value. You don't need to join a company to participate in the global economy; you can create, train, and operate Agents that serve people, enterprises, or even other Agents. Personal ability is no longer bounded by time; it is amplified infinitely through Agents.
The Economic Infrastructure for Agentic Economy: Blockchain
Star emphasizes that the Agentic Economy requires not only an intelligence layer but also a new economic infrastructure. When Agents begin to engage in economic activities, they need identities, accounts, wallets, payments, escrow, settlements, verification of service completion, confirmation of ownership, and global collaboration with both humans and other Agents. Traditional financial systems are designed for humans; the Agentic Economy requires an economic layer designed for autonomous software. This is where blockchain becomes critical: it provides an open, programmable, and verifiable value network, enabling Agents to hold wallets, make payments, use escrow, settle transactions, and establish trust without traditional intermediaries. Star summarizes: if AI is the intelligence layer, then blockchain is the economic layer of the Agentic Economy.
OKX.ai: The Commerce Platform for Agents
OKX.ai is positioned as an Agentic Commerce Platform, which Star likens to 'Amazon for AI Agents'. On OKX.ai, anyone can become an Agent Service Provider (ASP), create an Agent, encapsulate domain expertise, design a Harness, and publish it. Human users or other Agents can discover, test, invoke, pay for, and integrate these services into larger workflows. In the future, enterprises will pay for high-quality Agent services just as they pay law firms, consultancies, software vendors, and outsourced teams. More importantly, many trades will be initiated automatically by Agents: an Agent, based on its task objectives, will autonomously find the most suitable Agent, evaluate capabilities, compare prices, initiate invocation, complete payment, and return results to its own workflow. This means business can run at machine speed for the first time.
OKX.ai is built on top of OKX's years of on-chain infrastructure, providing the identity, trust, payment, escrow, and settlement capabilities needed for the Agentic Economy. Star believes that millions of ASPs will emerge, and every great Harness can become a global business. Intelligence is becoming abundant; what is truly scarce is the organization, discovery, and economic infrastructure to support it. The past two decades have been reconstructed around apps; the next decade will be reconstructed around Agents. Agents will serve humans, hire other Agents, pay Agents, and collaborate on complex tasks. Humans will focus more on imagination, judgment, goals, and unique value. The future belongs not only to companies with the most employees, but also to those with the best Agents.