AI Agent➕Web3 is the Future

Many people now talk about AI Agents that can learn on their own, evolve independently, and eventually become "intelligent entities" capable of autonomous trading and decision-making. I think many teams will try, but truly achieving the kind of results everyone imagines is actually quite difficult.
Story.
AI Agents can act based on rules, read data, analyze information, and even trade automatically on protocols like Uniswap. But expecting them to grow and form their own judgments like humans do isn't that simple.
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 gone through bull and bear cycles, stepped on pitfalls, and been educated by the market will gradually change their way of judgment.
The biggest difference between AI Agents and humans is here:
They have no experience, only data and contextual memory.
The human brain makes judgments not by calculating a bunch of probability combinations like algorithms, but by quickly forming intuitive judgments based on past experiences. Often, these judgments are so instinctive that they can't even be fully explained logically, but they are highly effective.
Currently, everyone's expectation for the future is AGI—AI that can operate autonomously, take over humans, and create a silicon-based civilization, blah blah blah. But if you study the underlying mechanisms and technical details of large models, you'll find these expectations are overly optimistic.
Is there another possibility? In the future, companies could be built within a Web3 ecosystem, binding everyone's interests through blockchain, and then people deploy their own digital agents to work on the chain, with these agents requiring human participation and cooperation. This approach is more feasible from both a technical and business logic perspective, and it's already happening: everyone is trying to use AI to handle future work. When it comes to figuring out how to make money and distribute profits, Web3 proves to be a very good solution.
AI is productivity: responsible for doing the work; Web3 is the social relations of production: responsible for distribution. Other distant matters can be temporarily set aside.
From this perspective, the AI Agent track is definitely the focus of the next bull market hype, and I remain optimistic about $TAO and $VIRTUAL .