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How to ThinkIn the Age of AI
Principlev1PR-254

Anchor estimates to outside-view base rates before…

Anchor estimates to outside-view base rates before constructing inside-view narratives to correct systematic planning optimism.

Why This Is a Principle

This is reference class forecasting as a debiasing principle. It derives from Humans discount future rewards hyperbolically rather… (hyperbolic discounting/planning fallacy), When estimating future task duration, people naturally adopt (inside view excludes factors that consume time), and Reference class forecasting (using base rates from similar… (outside view produces better estimates). The principle prescribes starting with the base rate, not the story about why this case is different.