At Manifest 2023, Louis Clouatre-Latraverse spoke about "Prediction Markets Applied to Finance":
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You can see all Manifest 2023 talks here: https://manifold.markets/browse?topic=-manifest-2023-talks
My take away from this talk is that the objective of finance-focused prediction markets is not gamification or to cast a wide net as it might be in political forecasting, but to in fact eliminate bad predictors, which means, don't be fun for everyone specifically, kick out the, "losers," to have a better statistical sample of predictors within a particular niche.