AI Agent➕ Web3 Is the Future

Many people now talk about AI Agents being able to learn on their own, evolve independently, and eventually become "intelligent entities" capable of independent trading and decision-making. I think many teams will attempt this, but truly achieving the kind of results everyone imagines is actually quite difficult.

The story.

AI Agents can act according to rules, read data, analyze information, and even automatically trade on protocols like Uniswap. But expecting them to grow continuously like humans and form their own judgments isn't that simple.

This is because the way humans make decisions is fundamentally not based on "information volume."

What truly influences judgment is cognition.

And cognition comes from experience.

Someone who has experienced bull and bear cycles, made mistakes, and been educated by the market—all of these gradually change their decision-making approach.

The biggest difference between AI Agents and humans is here:

They have no experience, only data and context memory.

When the human brain makes judgments, it doesn't calculate probability combinations like an algorithm. Instead, it forms quick intuitive judgments through past experience. Often these judgments can't even be explained logically, yet they're highly effective.

Now everyone's expectations for the future are AGI—AI can operate autonomously, take over humanity, silicon-based civilization, blah blah blah. But if you actually research the underlying mechanisms and technical details of large language models, you'll find these expectations are all too hollow.

Is there another possibility: that future companies will be a Web3 ecosystem, binding everyone's interests in the form of a blockchain, and then everyone lets their Agent avatars go work on-chain, with these Agents requiring human participation and cooperation. This model is technically and commercially easier to justify, and it's already happening: everyone is trying to use AI to handle future work. It's only when it comes time to figure out how to make money and distribute benefits that people realize Web3 is a very good solution.

AI is productive force: responsible for getting work done. Web3 is production relations: responsible for distribution. Other distant matters can be put aside for now.#Gate广场AI测评官