The Curse of Knowledge: How Experts Struggle to Explain
Correction Concepts

The Curse of Knowledge: How Experts Struggle to Explain

Corrected by Emir Baycan · on When Notes Fly · 28 July 2026 · View published page ↗

Experts often forget the perspective of novices, leading to unclear explanations; understanding this bias can enhance communication.

Missing contextNeeds stronger evidence

What was corrected

What the page claimed

The article presented Milton 2007 as a general neural explanation, Hinds as establishing a universal expertise gradient, a 2014 Wieman study with a specific protocol, a fixed two-to-three-minute documentation-abandonment figure, Toyota experts as the worst at explaining, and Johns Hopkins/Amazon measures as structural cures.

What was corrected

Qualified each to what the sources support, generalized the unverifiable Wieman study, and reframed the debiasing measures as promising practices, while keeping the correct illusion-of-transparency citation.

Why this is better

The sources are largely genuine but were overstated or, for the 2014 Wieman study, unverifiable as cited. Corrections scope the claims rather than adding new sources.

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