AI as a cognitive substrate for neurodivergent work

AI as a cognitive substrate for neurodivergent work

A writer who has severe ADHD and is on the autism spectrum describes a useful pivot: stop treating AI like an expensive search engine, and start treating it like something the work runs on top of. The point is persistence, context, role-setting, and having the system push back when you’re avoiding the thing you should be doing. For that writer, “Remember to do X on a schedule” is a guaranteed failure mode, as are staying in the right context window across a multi-week project and applying the same principles when energy is low. The proposed fix is practical: offload the repeatable, time-critical, and tedious parts; keep the writing, voice, and key decisions human.

Gobble's Take: If your brain drops tasks like hot potatoes, the software shouldn’t be a note pad — it should be scaffolding.
Source: AI as Cognitive Infrastructure

"Overdiagnosis" is doing political work, not neutral analysis

Across the United Kingdom, the United States, and Australia, the word "overdiagnosis" has been appearing with unusual consistency in health policy documents, editorials, parliamentary testimony, think tank reports, and government reviews. The pattern is convergent: a rise in autism and ADHD diagnoses is framed as a fiscal or clinical concern, while the proposed remedy centers diagnostic excess rather than systems that were never built for neurodivergent people.

The UK review drawing the most sustained attention from advocates is led by Professor Peter Fonagy and co-chaired by Sir Simon Wessely. The Wessely co-chairmanship alarmed neurodivergent advocates and many clinicians immediately. Wessely is closely associated with a contested position on chronic fatigue syndrome and medically unexplained symptoms that autistic and chronically ill communities have documented, extensively and across decades, as producing significant harm to patients. His presence in the co-chair position of a review explicitly investigating whether neurodivergent conditions are overdiagnosed reads, to many, as a signal about what the review is looking for.

The source is clear that overdiagnosis is a real clinical concept in some contexts — oncology being one example — but argues that applying it to autism and ADHD does something categorically different. An autistic person without a diagnosis is not less autistic. They are autistic without access to language, supports, or accommodations. The harm runs through the absence of identification, not through identification itself.

Gobble's Take: When the same word travels in lockstep across three continents and lands hardest on the people who need supports the most, that's not concern — that's coordination.

Source: The Backlash Is Coordinated - by Bridgette Hamstead

Neurodiversity at work: stop rewarding the “good worker” stereotype

A workplace-centered overview from Canada says many jobs are still built around unspoken ideas that being fast, talkative, comfortable with noise and interruptions, and socially effortless is part of the job. That setup can push autistic and neurodivergent workers to hide needs, mask natural behavior, or avoid asking for support. The piece gives concrete examples: Mari, a 48-year-old non-binary Latinx web designer, avoids using a fidget toy and asking for adjustable lighting or closed offices; Jordan, a 23-year-old Indigenous assembly-kit worker, does best with clear instructions, predictability, and adequate time but is interrupted or rushed; Sam, a 35-year-old White grocery cashier, is quick to notice when something is off and remembers details clearly once she has seen them.

Gobble's Take: A workplace that only celebrates one flavor of “professional” is just running a very selective talent filter.
Source: Disability and Work Topics 101 Diverse Minds: Neurodiversity in the Workplace

Inclusive work design is not a bonus feature

A November 7, 2025 academic paper on ADHD and ASD in the workplace highlights time blindness, masking, overstimulation, executive dysfunction, rejection-sensitive dysphoria, and auditory processing disorder as common challenges, while also emphasizing strengths like creativity, adaptability, rapid learning, and resilience under pressure. It recommends practical strategies such as boundary setting, time and energy management, the Eisenhower Matrix, and the Pomodoro Technique. For employers, it calls for sensory-friendly environments, flexible scheduling, clear communication, and individualized accommodations, arguing that strengths-based, inclusive practice supports both employee well-being and organizational success.

Gobble's Take: If the environment needs to be “fixed” for people to thrive, the environment is the workplace problem.
Source: Wired Differently, Working Brilliantly: Understanding and Supporting ...

In Case You Missed It

Yesterday's top stories:

• The EPA Offered Full Remote Work. The Court Said That Wasn't Good Enough.
• Why Your Autism Diagnosis Isn't Just for You — It's for Your Boss Too
• This Writer With ADHD and Autism Is Using AI to Build a "Cognitive Infrastructure"