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Superforecasting, in bytes

8 key learnings from Philip Tetlock and Dan Gardner's account of the Good Judgment Project and the habits of the best forecasters. Each takes about 40 seconds to read. Swipe, use the arrows, or your keyboard.

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All 8 learnings · one per slide

Super-
forecasting

Philip E. Tetlock and Dan Gardner, in bytes

8 key learnings on the art and science of prediction.

8 learnings · ~40 sec eachSwipe →
Books in Bytes

Learning 1

Experts and Dart-Throwing Chimps

The idea

Tetlock's earlier research found many experts' long-range predictions were barely better than chance.

Takeaway

Confidence isn't accuracy.

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Learning 2

The Good Judgment Project

The idea

In a US intelligence-funded tournament, a group of amateur 'superforecasters' beat professional analysts.

Takeaway

Forecasting skill can be measured and improved.

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Learning 3

Foxes, Not Hedgehogs

The idea

Foxes, who draw on many ideas, forecast better than hedgehogs with one big theory.

Takeaway

Stay open-minded.

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Learning 4

Break Problems Down

The idea

Superforecasters split big questions into smaller, answerable parts, an approach associated with Enrico Fermi.

Try this

Break a hard estimate into steps.

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Learning 5

Start with the Base Rate

The idea

Begin with how often things like this usually happen, then adjust for specifics.

Takeaway

Outside view first, inside view second.

Superforecastingbooksinbytes.in
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Learning 6

Update Often

The idea

Make small, frequent updates as new evidence appears.

Takeaway

Change your mind in small steps.

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Learning 7

Measure Accuracy

The idea

Score forecasts with numbers so you can learn from them.

Try this

Write predictions with probabilities, then check later.

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Learning 8

Teams Help

The idea

Teams of good forecasters, sharing and challenging each other, did even better.

Takeaway

Constructive disagreement improves judgment.

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All 8 learnings complete

That’s all 8 learnings.

Good forecasters update often. What belief of yours is due for an update?

Abhay Kumar JaiswalFCA · PMP® · Workday Financeabhayjaiswal.com
Summaries in my own words. Read the book for the full stories.
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Summaries are written in my own words for learning. Read Superforecasting by Philip E. Tetlock and Dan Gardner (2015) for the full stories. More Books in Bytes