Glossary · Term

bimodal

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Definition

Plain language

Having two separate peaks — like a survey where answers cluster at two popular options and almost nowhere in between.

As stated in the literature

A distribution with two distinct modes; here, a target like "pick 1 or 5, fifty-fifty, never 2/3/4" that a collapsed model fails to reproduce.

Also called: bimodal target

Why it matters: Recognizing a bimodal pattern matters because averaging it into a single middle value hides the real split and misrepresents what people actually think.

For example, when asked how spicy they like their food, a group might split into two crowds — one for 'mild' and one for 'very hot' — with almost no one choosing the middle.

Heard on the show

“So the authored suites turn out to be bimodal.”
Episode 233 — Why a Model Can Grade an Answer But Not Write the Answer Key

Mentioned in 4 episodes

  1. 233
    Why a Model Can Grade an Answer But Not Write the Answer Key
  2. 230
    Why AI Survey Panels Break Before the Dice Ever Roll
  3. 140
    When a Reasoning Model Says "Let Me Double-Check" After It's Already Decided
  4. 003
    How to Pick the Best of Sixteen Coding Agent Rollouts