Coaching practices for Forecasting Calibration
Describe almost anything you are working through and IX Coach finds the practices whose real-world fit is closest. For Forecasting Calibration, these are the strongest matches in the current practice library.
Does this sound like the set of challenges you might be facing?
- I make calls about how things will go all the time, but I never write them down or check them after
- I make calls all the time but I never write them down or check them later, so my confidence is just a feeling that floats free
- I want to actually know whether my gut is any good — when I feel sure about something, am I right that often, or am I just confident?
- I’m sure about things constantly and I have no idea if that confidence is earned
- When I say I’m eighty percent sure I genuinely don’t know if that means anything
Practices that may help
- Calibration Training
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable. - Score your own past predictions to calibrate your outside-view use
Keep a forecast log and score it — you cannot improve calibration without feedback on where you were over- or under-confident.
The Outside View - Maintain a scored prediction log
Record predictions with explicit probabilities and score them when they resolve.
Calibration Training - Practice probability calibration
Regularly make probabilistic predictions and track your accuracy across many of them.
Hindsight Bias: Why Everything Seems Obvious in Retrospect - Practice probabilistic calibration by tracking your predictions
Assign explicit probability estimates to your predictions and track whether they come true at the right rate.
Base-Rate Neglect: Why We Ignore the Odds - Calibration practice
Predict your performance before each retrieval test, then compare prediction to outcome.
Self-Regulated Learning: Taking Control of How You Learn - Practice calibration by tracking your confidence predictions
Your "80% confident" beliefs should come true about 80% of the time — check that they do.
Bayesian Thinking: How to Update Beliefs Rationally - Log actual vs. estimated time for every task
Build a personal database of your own estimation errors so you can calibrate future predictions.
The Planning Fallacy — Why Your Estimates Are Always Wrong - Treat forecasting accuracy as a skill that improves with practice
Take prediction errors as performance feedback, not as proof that forecasting is futile.
Superforecasting - Track your estimates and calibrate
Compare your Fermi estimates to actual figures when you can, and use the gap to improve future estimates.
Fermi Estimation
Related concerns
- Estimation Calibration
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
- Forecast Calibration
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
- Calibration Control Classification
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
- Calibration Training When Starting Out
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
- Confidence Accuracy Calibration
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
- Confidence Calibration
Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
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