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Using Forecasting Tools

Note: The content of this week was kindly put together by the team at Elicit, who want to make their forecasting tools more accessible.

Questions to consider

  • How can I use forecasting tools to make and collate forecasts?
  • How can I get better at forecasting?
  • What sorts of public forecasts can EAs make use of?

Resources

Articles with a ⭐ in front are worth focussing on first, as this is an optional week the reading a looser summary, you're encouraged to go research other information on this topic!

  1. Read/watch introductory content:
    • Below are a few introductions from various sources. As their content overlaps, we recommend choosing one article per person and then discussing your findings as a group.
    • Efforts to Improve the Accuracy of Our Judgments and Forecasts (Luke Muehlhauser (Open Philanthropy), 2016) (post - 8 mins)
    • Estimation and forecasting: an overview (Amanda Ngo (Ought), 2020) (talk - 25 mins)
    • Intro to Forecasting 01 - What is it and why should I care? (Alex Larsen (Top 50 Metaculus Forecaster), 2020) (video, 7 mins)
  2. Look at some examples of forecasting in action (more optional)
    • 16 types of useful predictions (Julia Galef, 2015) (post - 9 mins)
    • AGI Timelines forecasting thread (Amanda Ngo, Daniel Kokotajlo, Ben Pace, 2020) (post - 2 mins)
    • Forecasting Thread: Existential Risk (Amanda Ngo, 2020) (post - 3 mins)
    • AGI Predictions (Amanda Ngo, Ben Pace, 2020) (post - 5 mins)
    • Collection of X-risk predictions (on the Elicit Forecast platform)
  3. Use tools to make and track personal forecasts
    • Elicit binary database (tutorial)
    • Elicit distribution builder (tutorial)
    • Guesstimate (made by Ozzie Gooen)
  4. Start developing a track record on public forecasting platforms
    • Metaculus
    • Good Judgment Open
    • CSET-Foretell
    • PredictIt