Calibration, Not Certainty

Calibration, Not Certainty

Calibration, Not CertaintyRommel Corral
Published on: 10/09/2026

The forecasters who beat the CIA weren't more certain than the analysts -- they were better calibrated. Certainty was never the actual requirement.

Telling Isn't the Problem, Being Noticed Is

Telling Isn't the Problem, Being Noticed Is

Telling Isn't the Problem, Being Noticed IsRommel Corral
Published on: 09/25/2026

Announcing a goal to people who merely notice it kills the drive to do it. Recruiting real help doesn't -- the difference isn't whether you tell people.

Naming the Loop

Naming the Loop

Naming the LoopRommel Corral
Published on: 09/08/2026

The first move on any loop is the cheapest: say what it is, precisely. Why naming a pattern loosens its grip (affect labeling), and the three properties of a name that actually fires fast enough to compete.

The Witness

The Witness

The WitnessRommel Corral
Published on: 08/11/2026

Durable change needs someone who'll remember -- the one thing a book, an app, or a private resolution structurally cannot be. Memory plus weight, and why the research pins the effect on being witnessed, not on motivation.

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