AI is in an intelligent revolution, which is accompanied by a huge wealth opportunity.

So how can ordinary people seize it? This is also a question I have been pondering.

Recently, I have had a feeling that the updates in AI technology are happening too quickly, and concepts like GPTS, AI Agents, MCP, and video coding will soon emerge. I feel like just a follower, learning whenever something new comes out to see if there are any opportunities. However, in reality, it feels exhausting to keep this up, and I am actually confused because I don't know which will be the future.

Many concepts from a year ago, which were once touted as groundbreaking and revolutionary, are now completely out of date.

Therefore, I should break out of this following rhythm, calm down, and think about the underlying logic of the future AI revolution.

My answer (which may still be immature) is to scale scarce capabilities.

In the previous industrial revolution, there were efforts to scale production capacity, scale material transmission, and scale information transmission.

Scarce capabilities have become something many people desire. For example, an experienced doctor, a professional lawyer, or a senior engineer. These are all scarce resources in today's society.

These are actually privileges of the wealthy; rich people can have expert-level doctors provide health advice, hire good lawyers to protect their legal rights, and so on.

However, in the AI era, everything may change. Creating specialized AI in specific fields can allow most people to access expert services.

For instance, video coding essentially allows ordinary people to have a professional programming team to realize their ideas. In the future, there may be even more applications in this area emerging.

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