RAND Forecasting
Initiative
Archive
The RAND Forecasting Initiative has concluded. This is a permanent read-only archive. Accounts, forecasting, and comments are no longer available.

The RAND Forecasting Initiative

RFI was a crowdsourced forecasting program run by RAND. It was preceded by the INFER program at University of Maryland's ARLIS and Foretell from the Center for Security and Emerging Technology within Georgetown University before that. The platform was built and operated by Cultivate Labs. Several thousand analysts, subject matter experts, and members of the public submitted probabilistic forecasts on geopolitical, technology, and policy questions. Those forecasts were aggregated into crowd estimates used to inform RAND research and policy analysis.

The program has ended and the platform has been shut down. This archive preserves the part of the record that belongs to the people who built it: the accuracy standings that forecasters earned, and the questions the crowd answered.

3,433
Forecasters
200,901
Forecasts submitted
409
Questions published
298
Questions scored
183,752
Rationales written
7
Seasons

What is preserved here

Accuracy leaderboards

The all-time standings plus one board per season, as they stood when the platform closed. Forecasters appear under the username they chose, ranked by relative Brier score. Lower is better.

Question archive

298 scored questions with how they resolved and how the crowd's aggregate forecast moved over the life of each question.