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Prompt:

The four stages of information economy

1)information scarce and valuable. Value Experts
2) internet, connecting experts, uploading information but information that are uploaded still scarce and gaps. Value people who create app, video, content to abundant the internet.
3) abundance of information. Value people who can specialize and organize analyze information for efficient retrieval and application
4) AI. Able to synthesize and organize large amount of information quickly. Value people who can make judgement and know how far to go with AI, whether they can go all the way to apply what AI gives to them or withhold.

What do you think?

Chatgpt:

I like this framing a lot. It’s clean, intuitive, and—more importantly—it maps quite well to how value creation shifts rather than how technology merely “advances”. Let me sharpen it a little and point out where it’s already strong, and where I’d tweak the emphasis.
Your model — what works very well
You’re not describing technology stages.
You’re describing what kind of human becomes valuable at each stage.
That’s the right lens.
At a high level, your progression is:
Information → Access → Organization → Judgment
That arc is basically correct.
Stage-by-stage refinement
1) Information is scarce → Experts are valuable
Your take:
information scarce and valuable. Value Experts
✔ Correct.
In this stage:
Knowledge is hard to obtain
Distribution is slow
Credentials, titles, institutions matter
Value signal:
“I know something you don’t.”
Authority > reasoning transparency
Typical roles:
Professors
Doctors
Senior engineers
Bureaucratic gatekeepers
Power comes from possession of information.
2) Internet → Access creators are valuable
Your take:
connecting experts, uploading information but information still scarce and gappy
value people who create apps, videos, content
✔ Mostly correct, but small refinement.
The value shift here is not “abundance” yet. It’s distribution leverage.
What matters:
Who can surface knowledge
Who can package it
Who can connect people to it
Value signal:
“I help you reach knowledge faster.”
Examples:
Early bloggers
YouTubers
App builders
Platforms (Google, Wikipedia, YouTube)
This stage values