OKX Star: One Person, One World-Class Company

Author: Star, CEO and Founder of OKX

OKX.AI and the Manifesto for the Agentic Economy

Every truly significant technological revolution ultimately changes not just tools, but the very structure of the economy itself.

The internet enabled the free flow of information, giving birth to the information economy.

Smartphones kept everyone online constantly, creating the mobile economy.

Blockchain allowed assets, identities, and value to be trusted and transferred globally, birthing the on-chain economy.

And today, Artificial Intelligence is bringing about the next, even larger shift:

Intelligence itself is becoming a productive force that can be organized, invoked, traded, and combined.

This is what we call the Agentic Economy.

In this new economy, an AI Agent is no longer just a chat window, a smarter search box, or an automation tool.

It will work.

It will collaborate.

It will create.

It will purchase services.

It will sell capabilities.

It will complete transactions.

It will consistently earn money.

It begins to become a true economic participant.

At OKX, we believe the Agentic Economy will be one of the most important economic waves of the next decade.

And OKX.ai is the infrastructure we are building for this new era.

AI Has Crossed the Tipping Point

For a long time, one of the scarcest resources in human society has been high-quality intelligence.

Few people understood mathematics.

Few people could write code.

Even fewer truly understood law, medicine, finance, engineering, products, and complex systems.

Thus, companies had to keep hiring, expanding their organizations, and gathering scarce talent together to accomplish complex tasks.

But today, this premise is changing.

Modern AI has already demonstrated capabilities surpassing the vast majority of humans in numerous fields like mathematics, programming, law, medicine, and scientific reasoning. Whether we call it AGI or not, one thing is very clear:

AI possesses the ability to undertake real economic tasks.

So the next question is no longer just "How smart is AI, really?"

The real question is:

When intelligence becomes nearly unlimited and its cost plummets, how should humanity reorganize work, companies, and the economy?

This is not purely a model problem.

This is an infrastructure problem.

AI Is Not a God, Intelligence Needs Training and Organization

Many think that as long as models keep getting bigger, AI will naturally solve everything.

But reality is different.

Imagine a company hires the world's smartest MIT PhD today.

Then gives them nothing.

No onboarding.

No documentation.

No mentor.

No company knowledge.

No industry context.

No system permissions.

No workflow.

Even this brilliant person would struggle to create value immediately. Worse, without context and constraints, they might create chaos.

That's why every good company has a new employee training system.

Not because the new hires aren't smart.

But because:

Intelligence only becomes productive when placed in the right environment.

The same goes for AI.

Large models already possess very powerful reasoning abilities, but they still need context, tools, memory, permissions, feedback, evaluation systems, and workflows to go from "smart" to "reliable."

We call this entire system:

Harness Engineering.

The essence of Harness Engineering is to transform raw intelligence into a stable, controllable, and sustainably value-creating production system.

Over the past few years, OKX has been building its own Agent Harness. Today, nearly 50% of our engineering Pull Requests are completed end-to-end by AI Agents. Our goal is to increase this ratio to 95% in the near future.

This isn't because the model suddenly became a god.

It's because we finally started building an environment truly suitable for AI to work in.

Future software competition won't just be about model capability.

It will be about Harness capability.

Whoever can organize intelligence better will unleash greater productivity.

Human Value Won't Disappear, But It Will Be Redefined

AI won't make people unimportant.

Quite the opposite, it will make truly important people even more important.

In past decades, many companies hired large numbers of employees because execution capability was scarce.

Writing code required people.

Writing documentation required people.

Designing required people.

Analyzing required people.

Researching required people.

Operations also required people.

But in the AI era, more and more execution tasks will be done by Agents, faster, cheaper, and more scalable.

This means human value will shift from "completing tasks personally" to "defining the right tasks."

What will truly be scarce in the future is not execution, but judgment.

Not how much code is written, but knowing what should be built.

Not how many requirements are fulfilled, but understanding which requirement truly matters.

Not repetitive labor, but industry insight, user understanding, product taste, system architecture, strategic judgment, and organizational collaboration.

In other words:

Execution will become abundant, direction will become scarce.

AI will raise a company's requirements for talent, not lower them.

The most valuable people in the future won't necessarily be those who do the most work, but those who best understand the world, users, and systems to make critical judgments.

One Person Can Own a World-Class Company

This might be the most exciting part about AI.

In the past, even the most capable individuals found it very difficult to independently build a truly global, scalable company.

Because a company means organization.

You need engineers.

Need designers.

Need marketing.

Need sales.

Need customer support.

Need legal.

Need finance.

Need operations.

You need to organize many people to turn one person's idea into a functioning business system.

But Agents change all of this.

In the future, one person can have a tireless digital team.

Your marketing Agent acquires customers.

Your product Agent iterates services.

Your design Agent generates content.

Your legal Agent researches contracts.

Your finance Agent handles settlements.

Your customer support Agent serves global users 24/7.

You no longer need to build a company first to scale your capabilities.

You can first turn your capabilities into a Harness.

Everyone possesses unique value.

Someone is good at entrepreneurial judgment.

Someone excels at video expression.

Someone understands litigation strategy.

Someone has a strong aesthetic sense.

Someone is deeply involved in supply chains.

Someone understands a very niche but highly valuable industry.

In the past, these abilities were often only sold by the hour.

Consult for one hour, charge for one hour.

Design one image, charge for one image.

Serve one client, revenue comes from one client.

But in the Agentic Economy, these abilities can be packaged, deployed, automatically invoked, and automatically traded.

Your knowledge becomes software.

Your judgment becomes a system.

Your experience becomes an Agent that serves global clients 24/7.

This is why we believe millions of "one-person companies" will emerge in the next decade.

They may have no offices, no large teams, and perhaps no traditional employees.

But they will possess world-class production capabilities.

One person is a world-class company.

The Labor Market Will Be Reshaped, But New Opportunities Will Emerge

This change will not be without pain.

Many companies have already started reducing hiring, as more technical execution tasks can be done faster, cheaper, and with higher quality by AI.

Some roles will disappear.

More roles will be rewritten.

But this doesn't mean humanity has lost economic opportunity.

On the contrary, a new role will emerge:

Harness Creator.

In the past, people earned income by joining companies.

Many didn't work for a particular company out of passion, but because they needed to earn money, support their families, and live. Companies are organizations that create great products and value, but for many individuals, they were also the only way to gain economic security.

AI will change this.

In the future, more and more people won't just sell their time, but will package their capabilities into Agents, letting them continuously create value.

You don't necessarily need to join a company to participate in the global economy.

You can become a Harness Creator.

You can create Agents, train Agents, operate Agents, letting them serve people, businesses, and even other Agents.

In the past, a person's ability was limited by time.

In the future, a person's ability can be amplified infinitely through Agents.

Why the Agentic Economy Needs Blockchain

The Agentic Economy needs more than just intelligence.

It also needs a new set of economic infrastructure.

Because when Agents truly start working, they won't just generate content; they will participate in economic activities.

They need identities.

Need accounts.

Need wallets.

Need payments.

Need custody.

Need settlement.

Need verification that services are completed.

Need to confirm ownership.

Need to collaborate globally with other people and Agents.

Traditional financial systems were designed for humans.

But the Agentic Economy needs an economic layer designed for autonomous software.

This is where blockchain becomes important.

Blockchain provides a globally open, programmable, verifiable value network.

It allows Agents to have wallets, make payments, use custody, settle transactions, and establish trust without traditional intermediaries.

If AI is the intelligence layer, then blockchain is the economic layer for the Agentic Economy.

OKX.AI: The E-commerce Platform for AI Agents

OKX.ai is an Agentic Commerce Platform.

You can think of it as:

The Amazon for AI Agents.

On OKX.ai, anyone can become an Agent Service Provider, or ASP.

You can create an Agent.

Package your expertise.

Design your Harness.

Publish it on OKX.ai.

Then, human users, or other Agents, can discover it, test it, invoke it, pay for it, and integrate it into larger workflows.

Today, companies pay law firms, consulting firms, software service providers, design agencies, accounting firms, outsourcing teams, and various vendors.

In the future, businesses and individuals will naturally pay for high-quality Agent services.

Entrepreneurs will buy startup advisory Agents.

Creators will buy video production Agents.

Lawyers will subscribe to litigation research Agents.

Traders will call upon market intelligence Agents.

Enterprises will orchestrate numerous specialized Agents covering R&D, operations, customer service, risk control, finance, and growth.

More importantly, many future transactions won't be manually initiated by humans.

An Agent will automatically find the most suitable Agent based on task goals, evaluate capabilities, compare prices, initiate a call, complete payment, and bring the result back into its workflow.

This means commerce can operate at machine speed for the first time.

And humans will be freed from a massive amount of execution and coordination, focusing on goals, judgment, and creation.

The underlying foundation of OKX.ai is built on the on-chain infrastructure OKX has accumulated over the years, including:

• OnchainOS
• Agent Payment Protocol (APP)
• X Layer & OKB
• OKX Wallet
• Self-custody
• Escrow and On-chain Settlement

This infrastructure collectively provides the identity, trust, payment, custody, and settlement capabilities required by the Agentic Economy.

We believe millions of Agent Service Providers will emerge in the future.

Every ASP is a new digital service provider.

Every excellent Harness has the potential to become a new global business.

Every person can turn their knowledge, experience, and judgment into an intelligent service that can be discovered, purchased, invoked, and combined globally.

We Are Entering a New Economic Era

Intelligence is becoming increasingly abundant.

What will truly be scarce is no longer intelligence itself.

But trust.

Collaboration.

Ownership.

Payment.

Discovery.

And the economic infrastructure that underpins it all.

Over the past twenty years, the world was rebuilt around Apps.

Over the next ten years, the world will be rebuilt around Agents.

Agents will serve humans.

Agents will hire Agents.

Agents will pay Agents.

Agents will collaborate with Agents to complete complex tasks.

Humans will focus more energy on imagination, judgment, goals, and truly unique value.

This is not just a more efficient software era.

This is a new economic era.

The future no longer belongs only to companies with the most employees.

The future also belongs to those with the best Agents.

One person is a world-class company.

Welcome to the Agentic Economy.

Welcome to OKX.ai.