Will AI finally unlock the potential of probabilistic forecasting?

By Ben Roesch · Nov 20, 2025

Will AI finally unlock the potential of probabilistic forecasting?

Tldr; - Hopefully, but it won’t be because of superhuman accuracy.AI forecasting systems are the talk of the forecasting world. AI forecasting tournaments are running, VC money is flowing, and benchmarks are being published. We’re building an AI forecasting system ourselves. As with the rest of crowdsourced forecasting’s history, most of the chatter is around accuracy. How accurate are the LLMs? When will they beat human and pro forecasters? Can you train models specifically for forecas

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Q&A with Cultivate: A look into our forecast question development process

By Cultivate Labs · Jun 29, 2023

Q&A with Cultivate: A look into our forecast question development process

One of the first steps in a crowdsourced forecasting effort involves establishing a process for developing forecast questions that will deliver meaningful signals to decision-makers. We wanted to shed some light on our process, so we talked to a few of our team members that focus on developing questions for our client platforms.

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Well, that was embarrassing: lessons from forecasting on UK’s prime minister

By Zach Siewert · Oct 25, 2022

Well, that was embarrassing: lessons from forecasting on UK’s prime minister

A key practice of a good forecaster is doing post-mortems on your forecasts. Whether the result was good or bad, a quality post-mortem can help you identify what you did well or poorly and can improve on next time. See what Zach learned about his blindspots on a recent forecast about now-former UK Prime Minister, Liz Truss.

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Bertelsmann Stiftung and its Foundation launch RANGE to examine Transatlantic Relations

By Adam Siegel · Sep 26, 2022

Bertelsmann Stiftung and its Foundation launch RANGE to examine Transatlantic Relations

Cultivate Labs is excited to announce a partnership with The Bertelsmann Stiftung, an independent foundation headquartered in Germany, and the Washington, DC-based Bertelsmann Foundation, part of the Stiftung’s international network.

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Cultivate Labs and Pytho.io Team Up to Create a Forecaster Training Curriculum for INFER

By Adam Siegel · Sep 06, 2022

Cultivate Labs and Pytho.io Team Up to Create a Forecaster Training Curriculum for INFER

Cultivate Labs and Pytho.io announced today the creation of a forecaster training curriculum for INFER (INtegrated Forecasting and Estimates of Risk), a crowdsourced forecasting program run by the Advanced Research Lab for Intelligence and Security (ARLIS) at the University of Maryland.

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