How AI Helps Neurodivergent People Participate: The CCM Framework

If you have ADHD or another form of neurodivergence, you already know that the world was not designed for the way your brain works. Meetings, paperwork, deadlines, long emails, complex scheduling: these systems assume a kind of cognitive processing that many neurodivergent people find exhausting or impossible without support.

Our flagship research project, the Cognitive-Capital Mediation (CCM) framework, explains something that neurodivergent people have been saying for years: AI tools are not a shortcut. They are a bridge. When someone with ADHD uses an AI assistant to organize their thoughts, draft a document, or manage a complex task, they are not cheating. They are using a tool that lets them participate in systems that were not built for them. The CCM framework provides the academic language and evidence to support that claim, so it can be used in legal, medical, and workplace settings where people need more than personal testimony to be taken seriously.

The framework was introduced in a scholarly paper called “When the Tool Becomes the Bridge,” which uses the founder’s own experience using AI as cognitive scaffolding as a real-world case study.

Status: Working paper. Being prepared for peer-reviewed journal submission.

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How Communities Connect (and Why It Matters for Neurodivergent People)

One of the big ideas in social science is that communities thrive when people trust each other, help each other, and stay connected. Researchers call this “social capital.” When social capital is strong, people join organizations, show up for neighbors, and engage with their communities. When it breaks down, people become isolated, institutions lose trust, and vulnerable populations get left behind.

Neurodivergent people are especially affected when social capital erodes. ADHD, autism, and related conditions can make it harder to maintain social connections, navigate bureaucracies, and access the informal networks that most people rely on for jobs, healthcare, and support. We have produced multiple research papers examining how social capital works (and fails) across different institutions and communities, including an analysis of how NerdyADHD.org itself builds trust and connection within the neurodivergent community, studies of how large technology companies and data centers affect the communities they enter, and cross-national comparisons of how civic engagement rises and collapses in different political environments.

Status: Working papers. Available upon request.

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AI as a Disability Accommodation (Not a Luxury)

The Americans with Disabilities Act (ADA) requires employers, schools, and service providers to offer reasonable accommodations to people with disabilities. A wheelchair ramp is an accommodation. A screen reader is an accommodation. We argue that AI tools should be recognized the same way for neurodivergent individuals: as cognitive accommodations that enable participation in work, education, and daily life.

This matters because right now, many workplaces, schools, and healthcare providers treat AI use as optional, suspicious, or even as cheating. Our research documents how neurodivergent people actually use these tools, why they need them, and why denying access to AI-assisted cognitive support can violate existing disability rights law. The goal is to give neurodivergent individuals, their employers, and their healthcare providers a clear, evidence-based framework for requesting and providing AI accommodations.

Status: Active research area. Frameworks published at NerdyADHD.org.

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Holding Companies Accountable

Neurodivergent people are frequently targeted by companies that exploit their vulnerabilities. Confusing billing practices, misleading marketing, subscription traps, and low-quality diagnostic services are especially harmful to people who already struggle with executive function, decision-making under pressure, and navigating complex systems.

We produce formal research and advocacy documents that challenge these practices. Our work has addressed deceptive marketing in technology retail, questionable diagnostic accuracy in direct-to-consumer ADHD assessment services, and AI platform practices that disproportionately affect cognitively vulnerable users. Each case combines scholarly analysis with practical advocacy, creating resources that individuals, attorneys, and regulators can use.

Status: Various stages of development and publication.

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Speaking and Presentations

Our founder has presented at the ADDA Annual Conference and other events focused on neurodivergence, sharing research findings with clinicians, researchers, and community members. We welcome speaking invitations from academic, clinical, and advocacy organizations. If you are interested in having us present, or if you would like to discuss research collaborations or access working papers, reach out at hello@ndmind.org.