Glossary · Term

noise floor

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Definition

Plain language

The amount a measurement naturally wobbles by chance, below which you can't tell whether a change was real.

As stated in the literature

The variance in a metric due to stochastic factors like random seeds and data ordering; improvements smaller than the noise floor cannot be reliably distinguished from luck.

Why it matters: It sets the bar for believing a result, since improvements smaller than the natural wobble could be pure luck.

For example, if a model's score wobbles by a point just from changing the random seed, a one-point gain doesn't prove anything real happened.

Heard on the show

“That little wobble is the noise floor.”
Episode 095 — Seven Wins to Zero: How Organizing AI Agents Like a Lab Changes the Search

Mentioned in 4 episodes

  1. 095
    Seven Wins to Zero: How Organizing AI Agents Like a Lab Changes the Search
  2. 089
    When AI-Written Papers Read Well But the Evidence Underneath Is Broken
  3. 082
    Training a Deep Research Agent on 8,000 Synthetic Tasks: The Rubric Tree Trick
  4. 019
    When the Best Reward Model Trains the Worst Policy: Inside EvoLM

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