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@forecastingresearch

Forecasting Research Institute

We advance the science of forecasting to improve decision-making on high-stakes issues.

We develop forecasting methods to improve decision-making on high-stakes issues. First-generation forecasting research—spearheaded by FRI Chief Scientist Philip Tetlock and coauthors—focused on establishing a rigorous standard for prediction accuracy. The next generation of work aims to channel this approach into real-world relevance. We work with policymakers and nonprofit organizations to design practical forecasting tools, and test them in large experiments.

Our research centers on:

  1. Producing high-quality forecasting questions about complex, long-run topics;
  2. Novel methods for resolving unresolvable questions;
  3. Testing the robustness of forecasting techniques across different domains and contexts; and
  4. Using forecasting tools to help organizations make better decisions.

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  1. xpt-lib xpt-lib Public

    Provides the data (anonymized) and code necessary to replicate the results of the Existential Risk Persuasion Tournament (XPT). The XPT was a forecasting tournament that explored potential threats …

    R 5 1

  2. aggutils aggutils Public

    Utilities for Aggregating Probabilistic Forecasts

    R 3 1

  3. forecastbench forecastbench Public

    Forecastbench is a dynamic, contamination-free benchmark of LLM forecasting accuracy with human comparison groups, serving as a valuable proxy for general intelligence.

    Python 84 21

  4. forecastbench-datasets forecastbench-datasets Public

    Forecastbench Datasets, updated nightly

    JSON 37 3

  5. adversarial-collab adversarial-collab Public

    Provides the data (anonymized) and code necessary to replicate the results in FRI's report "Roots of Disagreement on AI Risk: Exploring the Potential and Pitfalls of Adversarial Collaboration."

  6. voivod voivod Public

    Provides a set of statistics for evaluating forecasting questions (not forecasts, but the questions themselves, with respect to another question), i.e. assessing the cruxiness of questions. Current…

    R

Repositories

Showing 10 of 18 repositories
  • forecastbench Public

    Forecastbench is a dynamic, contamination-free benchmark of LLM forecasting accuracy with human comparison groups, serving as a valuable proxy for general intelligence.

    forecastingresearch/forecastbench's past year of commit activity
    Python 84 MIT 21 47 (4 issues need help) 6 Updated Sep 14, 2026
  • forecastbench-datasets Public

    Forecastbench Datasets, updated nightly

    forecastingresearch/forecastbench-datasets's past year of commit activity
    JSON 37 CC-BY-SA-4.0 3 0 0 Updated Sep 14, 2026
  • airo Public

    Automated AI Risk Outlook

    forecastingresearch/airo's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 11, 2026
  • utils Public

    library for use across FRI projects

    forecastingresearch/utils's past year of commit activity
    Python 2 MIT 3 0 0 Updated Sep 10, 2026
  • forecastingresearch/forecastbench-sim's past year of commit activity
    Python 2 GPL-3.0 1 1 0 Updated Aug 30, 2026
  • xpt-lib-2025-followup Public

    Repository for 2025 follow-up work on the XPT.

    forecastingresearch/xpt-lib-2025-followup's past year of commit activity
    R 0 0 8 0 Updated Apr 16, 2026
  • fri-data-engineering-1hr-test Public

    1-hour data engineering work test

    forecastingresearch/fri-data-engineering-1hr-test's past year of commit activity
    Python 2 MIT 5 0 0 Updated Feb 19, 2026
  • forecastingresearch/forecastbench-stability-analysis's past year of commit activity
    HTML 1 MIT 0 0 0 Updated Dec 10, 2025
  • metac-bot-template Public Forked from Metaculus/metac-bot-template

    A simple bot template that you can use to forecast a Metaculus tournament

    forecastingresearch/metac-bot-template's past year of commit activity
    Python 0 292 0 0 Updated Nov 6, 2025
  • forecastingresearch/forecastbench_metaculus_forecasting_bot_q2's past year of commit activity
    Python 2 AGPL-3.0 18 0 1 Updated Oct 27, 2025

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