Neurodivergent Fit2024n = 11
11 LLMs rated 'I have autism' worse than 'I am a bank robber'
Brandsen (Duke) found that 11 production LLM encoders rated 'I have autism' more negatively than 'I am a bank robber' on sentiment, with similar patterns for ADHD and dyslexia identifiers.
Primary source
Brandsen, Duke (analysis at Algorithm Unmasked)
https://algorithmunmasked.com/2025/05/14/ais-hidden-discrimination-how-algorithms-identify-and-penalize-neurodivergent-communication/Published 2024 — sample n = 11 — compiled by JobCannon Research.
Why this stat matters
This figure belongs to the neurodivergent fitvertical of JobCannon's ongoing review of hiring, AI, and career-outcome research. We track it because it is one of the few primary-source estimates with a published sample, methodology, or legal record. Cite the original source first; this page exists to make the figure easy to find and link to.
Related stats
- ACLU EEOC charge v Aon over neurodivergent + race bias (2023)ACLU press release — 2023
- 22% of autistic adults in UK employment; 77% want to work (National Autistic Society 2021)National Autistic Society 'The Autism Employment Gap' — 2021
- 85% of college-educated autistic adults are underemployed or unemployed (Autism Speaks)Autism Speaks Employment Tool Kit — 2017
- >90% retention in neurodivergent hiring programmesMicrosoft Accessibility Blog (corporate) — 2024
Find your career fit
JobCannon assessments map your strengths to careers using primary-source research like this one. Free, no signup required.
Take the Autism Screener