Glossary · Term

path dependence

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Definition

Plain language

When how things turned out depends heavily on the particular sequence of events that happened to occur.

As stated in the literature

Sensitivity of an outcome to trajectory rather than to underlying policy quality; a key confound for single-seed simulation results, since early random advantage can compound into apparently stable rankings.

Also called: path-dependent, path dependent

Why it matters: It means a ranking from a single run may be measuring luck that compounded rather than skill, so differences need multiple runs before they mean anything.

For example, one club wins a coin-flip cup final in season two, banks the prize money, and stays on top for eighteen years on the strength of that early break.

Heard on the show

“Title rotation among ten models is exactly the kind of result that could be a single world's path dependence.”
Episode 245 — Fifteen Models Ran Football Clubs for Twenty Years, and Size Didn't Decide It

Mentioned in 2 episodes

  1. 245
    Fifteen Models Ran Football Clubs for Twenty Years, and Size Didn't Decide It
  2. 060
    When Splitting One Model Across Three Agents Doubles Its Accuracy

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