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Cultivate Labs Blog

From the team shipping AI forecasting and sensemaking systems used by government, defense, finance, and research teams.

What happens when you analyze college football like the CIA?
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What happens when you analyze college football like the CIA?

By Adam Siegel · Sep 25, 2026

What happens when you apply CIA-style analysis normally used to understand China or Russia to your favorite sports team?

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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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Playing with ChatGPT: Summarization of Forecast Rationales

By Adam Siegel · Apr 18, 2023

Playing with ChatGPT: Summarization of Forecast Rationales

Manual and time consuming sound like a perfect use case for some automated technology which is why we were so interested in what ChatGPT could do. Ultimately our goal would be to do the same thing a human was doing: summarize the rationales representing different probabilistic judgments.

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Don't Kick Em' When They're Down

By Adam Siegel · May 02, 2019

Don't Kick Em' When They're Down

As I was scrolling through news this morning, I noticed a headline: Energizer’s 18,000mAh phone-battery monster is an Indiegogo flop. Checking other headlines about this, the news and commentary were equally brutal.

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Monthly-ish musings on forecasting, how AI is transforming forecasting and analysis, and how those changes impact decision-making

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