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Picture 100,000 AI agents, each specialized: → One trained on macroeconomic data → One on social sentiment → One on regulatory filings → One on weather patterns They don't replace human judgment. They augment market efficiency to levels we've never seen. The catch? When every agent has the same training data, prediction markets become echo chambers with decimal-point precision. Diversity of models > diversity of opinions.

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