Reputation is an endless arms race. As AI dramatically lowers the cost of faking humanity, every individual metric inevitably faces manipulation. The only defensible moat is aggregation. Relying on isolated signals, whether World, Kaito, Elfa or Ethos, is no longer sufficient.

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