THE VARIANCE THESIS: NEURODIVERGENCE AS A DISTRIBUTION-WIDTH CLAIM AND THE ENGINEERING CASE FOR CONTAINMENT INFRASTRUCTURE

Neurodivergence is frequently framed as a superiority claim. The evidence does not support this. The defensible claim is narrower: cognitive outliers are not shifted upward as a population; they are spread wider. This paper assembles three convergent lines of association, not causation: dyslexia runs at 35% among US entrepreneurs versus roughly 15% in the general population; a 2026 meta-analysis of 47 studies and 298 effect sizes finds ADHD hyperactivity/impulsivity associated with entrepreneurial launch but not post-launch outcomes, while inattention is negatively associated with post-launch outcomes; and autistic adults show roughly 17% employment, 3.5x unemployment odds, and roughly 56% outside the labour force entirely. The operational conclusion: the scarce resource is not the outlier but a structure that can hold an outlier at full output. The paper contributes the 100-Mind Census, a provenance-flagged open specification of 100 neurocognitive conditions with prevalence, documented strength, and the structural support each requires.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-05
DOI
https://doi.org/10.5281/zenodo.22349114
Primary Topic
Autism Spectrum Disorder Research
Type
preprint
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THE VARIANCE THESIS: NEURODIVERGENCE AS A DISTRIBUTION-WIDTH CLAIM AND THE ENGINEERING CASE FOR CONTAINMENT INFRASTRUCTURE

R. E. W. Kho
Zenodo (CERN European Organization for Nuclear Research)
Autism Spectrum Disorder Research
preprint

THE VARIANCE THESIS: NEURODIVERGENCE AS A DISTRIBUTION-WIDTH CLAIM AND THE ENGINEERING CASE FOR CONTAINMENT INFRASTRUCTURE

R. E. W. Kho
preprint en

Abstract

Neurodivergence is frequently framed as a superiority claim. The evidence does not support this. The defensible claim is narrower: cognitive outliers are not shifted upward as a population; they are spread wider. This paper assembles three convergent lines of association, not causation: dyslexia runs at 35% among US entrepreneurs versus roughly 15% in the general population; a 2026 meta-analysis of 47 studies and 298 effect sizes finds ADHD hyperactivity/impulsivity associated with entrepreneurial launch but not post-launch outcomes, while inattention is negatively associated with post-launch outcomes; and autistic adults show roughly 17% employment, 3.5x unemployment odds, and roughly 56% outside the labour force entirely. The operational conclusion: the scarce resource is not the outlier but a structure that can hold an outlier at full output. The paper contributes the 100-Mind Census, a provenance-flagged open specification of 100 neurocognitive conditions with prevalence, documented strength, and the structural support each requires.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Autism Spectrum Disorder Research
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THE VARIANCE THESIS: NEURODIVERGENCE AS A DISTRIBUTION-WIDTH CLAIM AND THE ENGINEERING CASE FOR CONTAINMENT INFRASTRUCTURE — R. E. W. Kho · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS