A new open-source project called MiroShark lets users feed in a press release, news headline, or policy draft and watch hundreds of autonomous AI agents debate, trade in a prediction market, and change their minds as events unfold. Billed as a "Universal Swarm Intelligence Engine," the tool is designed to model how information ripples through a simulated public sphere, producing a cited report grounded in the agents' actual posts and trades.
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