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Metaculus

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  1. AI forecasting models edge out human superforecasters as startups chase the market

    Several startups are commercializing AI forecasting models that aim to predict stock moves, geopolitics and even pop-chart performance, according to an AFP report. FutureSearch co-founder Dan Schwarz said his models are already competitive with top "superforecasters" and predicted that by 2030 people will view past decision-making as "Stone Age thinking"; two AI models took the top two spots in a competition hosted by forecasting platform Metaculus last month, where humans and non-humans both competed. Preseen co-founder Veniamin Veselovsky said his system turned a $35 stake into $1.9 million in seven months, while colleague Theo Summer stressed that AI forecasting assigns probabilities rather than guaranteeing outcomes, cross-checking linked assumptions such as oil prices and Middle East conflict. Mantic co-founder Toby Shevlane said some clients already use its tools for trading decisions and that leading models now generate their own questions about the future and allocate probabilities across outcomes.

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