AR Forecast

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Forecast Accountability

Did WorldForge's simulation predictions hold up? Template rankings by forecast skill, per-proposal regret, full pipeline funnel, and simulation-adjusted ROI.

Template rankings

hit_rate × acceptance_rate = forecast skill

Forecast regret

Proposal funnel

forecast → recommendation → proposal → experiment → uplift

Simulation-adjusted ROI

cost avoided + acceptance delta + verdict

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