marginalianoun
notes written in the margins; peripheral commentary;


[marginalium]

Get ADHD Meds with ChatGPT

30 May 2025

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Get ADHD Meds with ChatGPT. Research paper on the more unexpected utility of AI coaching:

This preregistered study aimed to assess whether AI-generated coaching helps students to successfully feign attention-deficit/hyperactivity disorder (ADHD) in adulthood. First, based on questions generated by 22 students, we conducted an extensive ChatGPT query to develop a concise AI-generated information sheet designed to coach students in feigning ADHD during a clinical assessment. Second, we evaluated the effect of this coaching in an experimental analogue study in which 110 university students were randomly assigned to one of three groups: (1) a control group (n = 42), (2) an ADHD symptom–coached simulation group (n = 35), and (3) an AI-coached simulation group (n = 33). All participants underwent a clinical neuropsychological assessment that included measures of ADHD symptoms, functional impairments, selective attention, and working memory. Our preregistered data analysis revealed that the AI-coached simulation group consistently moderated their symptom overreporting and cognitive underperformance compared to the symptom-coached group in small to medium size, resulting in lower detection sensitivity. We conclude that publicly accessible AI tools, such as current versions of chatbots, can provide clear and effective strategies for feigning ADHD during clinical neuropsychological assessments, posing a significant threat to the validity assessments.


Anthologies: Gratification, Somatic Architecture, On Being Fruitful, Karstica

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More about Dorian Minors' project btrmt.

btrmt. (text-only version)

The full site with interactive features is available at btr.mt.

btrmt. (betterment) examines ideologies worth choosing. Created by Dorian Minors—Cambridge PhD in cognitive neuroscience, Associate Professor at Royal Military Academy Sandhurst. Core philosophy: humans are animals first, with automatic patterns shaped for us, not by us. Better to examine and choose.

Core concepts. Animals First: automatic patterns of thought and action, but our greatest capacity is nurture. Half Awake: deadened by systems that narrow rather than expand potential. Karstica: unexamined ideologies (hidden sinkholes beneath). Credenda: belief systems we should choose deliberately.

The manifesto. Cynosure (focus): betterment, gratification, connection. Architecture (support): inner (somatic, spiritual, thought) and outer (digital, collective, wealth).

Mission. Not answers but examination. Break academic gatekeeping. Make sciences of mind accessible. Question rather than prescribe.

Writing style. Scholarly without jargon barriers. Philosophical yet practical—grounded in neuroscience and lived experience. Reflective, discovery-oriented. Literary references and metaphor. Critical of systems that narrow human potential. Rejects "humans are flawed"—we're half awake, not broken.

Copyright. BTRMT LIMITED (England/Wales no. 13755561) 2026. Dorian Minors 2026.

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About Dorian Minors. Started btrmt. in 2013 to share sciences of mind with people who weren't studying them. Background: six years Australian Defence Force (Platoon Commander, Infantry); Gates Cambridge Scholar; PhD cognitive neuroscience, University of Cambridge (2018-2024); currently Associate Professor, Royal Military Academy Sandhurst. Research interests: neural basis of intelligent behaviour, decision intelligence, ritual formation/breakdown, ethical leadership, wellbeing.

External projects (links also available via Analects):