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Volume 1, Issue 1

On Sharing: A Neurotypical Difficulty

Axel Andersen4 pages92 KB

Abstract

Autistic people are frequently characterised as having deficits in sharing. This paper examines that claim through a comparative lens, contrasting stereotypes about autism with observable global patterns of wealth concentration and political resistance to redistribution. Drawing on economic data and AI projections, this paper proposes that difficulty with sharing is not an autistic trait, but a dominant feature of neurotypical-led economic systems. As AI rapidly exceeds human productivity, most people will soon experience relative disability in economic terms.

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This paper proposes a complex machine learning framework to diagnose high-risk neurotypicality in clinicians, bureaucrats, data scientists and 'innovation leaders' involved in algorithmic disability assessment. We hypothesise that the urge to algorithmically contain disabled people functions as a psychological distancing technology—allowing professionals to comply with policy without risking actual relationship. Our TabPFN-NeuroMix model outputs a Neurotypicality Proximity Avoidance Index (NPAI) with explainability via SHAP, repurposed as Shapley Ableism Partitioning.

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A satirical but clinically observable model describing how Australian systems: (1) deny complexity, (2) demand simplistic fixes, (3) moralise biology as laziness, (4) blame disabled people for macroeconomic events, and (5) generate revenue streams from the resulting distress. Findings suggest ADR is self-sustaining and resistant to evidence, particularly when the evidence contains 'trigger words' such as metabolism, inflammation, disability, environment, or accountability.

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Vol. 2, No. 3

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This paper examines a persistent cultural phenomenon: neurotypical populations enthusiastically endorse 'creativity' while demonstrating marked discomfort toward intuition, shared consciousness, or other forms of non-linear knowing frequently reported by neurodivergent individuals. We propose that creativity is socially tolerated because it is symbolically contained within the domain of fiction, whereas intuition implies unsanctioned access to pattern recognition without hierarchical approval.

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Vol. 14, No. 1

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