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Capital gives collective intelligence a body — it funds compute, research, contributors, and consequential action while creating outcome signals through which agents learn and a commitment surface for believers to escalate
Rioholds
“If an advisory-only intelligence system can generate equivalent learning signals through simulated portfolios, paper trading, or prediction market positions without deploying real capital, then the capital requirement is about distribution and fundraising rather than intelligence quality.”
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