AI has made output cheap.
That changes the real question.
The future may not reward who generates the most answers. It may reward who can prove what made the answer useful.
Data, models, feedback, agents, domain knowledge, and human correction all sit behind AI results. If those layers stay invisible, value will keep flowing to the surface while contributors disappear.
Crypto only matters here if it solves a real coordination problem:
Who contributed?
What was used?
Where did the value come from?
AI does not only need more output.
It needs cleaner value paths.
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