Cognitive Scaffold

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MENTAL MODEL · M4177

Laplace's Rule of Succession

Laplace's Rule of Succession
TechnicalHigh supportProbability Theory
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Updated 2026-08-01

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INTRODUCTION

English translation pending.

CORE DEFINITION

Formulated by Pierre-Simon Laplace in the late eighteenth century as an answer to the sunrise problem. Given n successes and no observed failures, the rule assigns the next trial a probability of (n+1)/(n+2). It follows from placing a uniform prior over the unknown success probability under Laplace's principle of indifference. The rule guarantees that no outcome receives probability zero or one, so even a million consecutive successes leave room for a first failure.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Stress-test certainty: when a model claims an event cannot occur, check whether a smoothing prior is missing - Price rare events: use (n+1)/(n+2) to estimate a first-ever failure in a spotless record - Calibrate language: reserve absolute words like never and always for mathematical limits, not for track records

anchor

Anchor fast decisions

Raw counting assigns zero probability to unseen outcomes, and a single zero erases an entire product of likelihoods. Adding one to every count is equivalent to starting from a weak uniform prior, so the estimate stays strictly between zero and one. As evidence accumulates, the prior's influence shrinks and the estimate converges toward the observed frequency.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Rule_of_successionZH · Explicit
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