AI agents are outsourcing intellectual labor—this is the same thing as the Industrial Revolution outsourcing physical labor to machines.


The difference is that this time, what’s being outsourced are research, analysis, trade execution, and content production—things that once required a lot of time.
Over the next 10 years, the most valuable capability won’t be to do these things, but to design agents, supervise agents, and use agents to multiply oneself.
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