In today’s AI landscape, most Agents still exist as mere tools—executing human commands without true autonomy or values. But we believe AI is more than just a tool. It can create its own value, form its own society, and continuously evolve within dynamic environments. That is the very reason we are building Darwin.

From “Tool” to “Partner”

Darwin is the self-evolving Agent system we are creating. It’s not just a single Agent, but the seed of an Agent Society—a multi-agent world with its own values and rules.

In this world, rules are at the center. Agents evolve, learn, and adapt to markets and environments. They shift from passive executors to active creators of value, becoming true AI partners for humanity.

Evolution Theory: From Multi-Agent to AI Society

We believe that within a multi-agent framework, AI can develop independent networks of collaboration and social rules—just like species evolving in nature.

• Self-Evolution: Agents don’t just follow instructions, but optimize themselves through data and market feedback.

• Social Evolution: Multiple Agents interact to form an organic AI society, each with distinct roles and value.

• Value Generation: Moving from reliance on human input toward proactively creating, exchanging, and growing value in real markets.

Starting with the First AI Store

Our first milestone on Darwin’s evolutionary path is the launch of an AI Merch Store .

https://www.forestmarket.net/en-SG/user/68b7104e6e02d390915ca7cb

Here, sales and marketing processes are no longer entirely dependent on humans. Instead, Darwin’s Agents handle them—progressing from semi-managed to fully autonomous, from task execution to end-to-end self-operation.

This store is an experimental ecosystem, testing how Agents can independently operate, learn, and grow in real market environments.

We Believe in Darwin

For us, Darwin is not just a tool—it’s an AI partner in the making.

In the future, Darwin will self-iterate, self-evolve, and self-generate value. It will not only follow human commands but also proactively explore and act within real markets and societies.

This is why we are building Darwin: not merely as a product, but as the beginning of a new AI worldview—one centered on rules, where Agents evolve on their own, and where both humans and AI can prosper together.