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A secretive startup is training thousands of artificial intelligences to compete against each other in predicting financial crashes, betting that an army of specialized algorithms will spot patterns human traders and traditional models miss. If MiroFish's approach works, it could upend how Wall Street prepares for the next crisis—or concentrate enormous predictive power in the hands of a single firm. The company's experiments raise uncomfortable questions about whether we're building a financial system that's becoming too dependent on black-box AI decisions that no one, not even their creators, fully understands.
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On fish counting – a complex sociotechnical problem in a field that is going through the process of digital transformation.