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Dr David P Ruttenberg
PhD, FRSA, FIoHE, AFHEA, HSRF
Neuroscientist & AI-Ethics Specialist
Honorary Senior Research Fellow & Fulbright Specialist
Creator of Neuro-adaptive/Sensory Sensitivity Technologies
University College London: Institute of Education | Institute of Cognitive Neuroscience | Institute of Healthcare Engineering
University of Cambridge: Centre for Attention Learning & Memory | Cognition & Brain Sciences Unit
Contacts: t.: +1.561.206.2160 | e.: david@davidruttenberg.com | e.: d.ruttenberg@ucl.ac.uk | LinkedIn | UCL Profile
I help organisations deploy AI that enhances human cognition—ethically and inclusively.
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Monitoring Tech That Watches Your Child Isn’t the Same as Keeping Them Safe
A device that streams your child’s behavior to adults but can’t lower the noise, dim the lights, or ease social demands is not a safety tool—it’s a surveillance tool. Monitoring tech child safety is only real when it can change the environment, not just record the struggle.


You Are Allowed to Walk Away From “Evidence‑Based” Treatments That Hurt Your Child
If a therapy leaves your child more anxious, exhausted, or ashamed, the fact that it has randomized trials behind it does not obligate you to keep signing the consent forms. “Evidence‑based” is not a magic word that trumps your child’s lived experience.


Early Intervention Can Turn Into Socially Acceptable Coercion
“Catch problems early” sounds caring until your life becomes a conveyor belt of appointments where the main goal is to train your child out of being themselves before they’re old enough to say no. That’s not support. That’s early intervention coercion.


Schools Are Asking You to Trade Your Child’s Nervous System for Their Metrics
If a school calls your child “successful” only when they sit still, maintain eye contact, and never need support, they aren’t measuring learning—they’re measuring how much strain your child’s nervous system can absorb without visibly breaking.


Your Child’s Mental Health Matters More Than Their Ability to Look “Normal”
You are not failing if your autistic or ADHD child doesn’t look “normal.” A child who rocks, flaps, scripts, or info‑dumps and actually feels safe is healthier than a child who sits still, smiles on cue, and is quietly disintegrating inside.


ADHD “Time Management” Advice Assumes a Brain You Don’t Have
Most ADHD time management advice is written by and for people with an internal clock that actually works. Telling an ADHD brain to “just prioritize better” is like telling a color‑blind person to “just pick the greener option.”


Productivity Culture Is Gaslighting ADHD Brains
When the entire system is built around uninterrupted 9–5 output, calling ADHD a “personal responsibility issue” is gaslighting. Productivity culture ADHD narratives hide the fact that the standard workday was never designed for brains like yours.


ADHD Isn’t a Focus Deficit, It’s an Exploited Attention Superpower
You’ve been told ADHD means you “can’t focus,” but your ADHD attention superpower is exactly what keeps apps, games, and platforms profitable. The same intensity that gets you punished at school is what entire industries quietly monetize.


Autistic Burnout Is a Disability Caused by Environments, Not by You
Autistic burnout is often framed as proof that you’re “not coping well enough.” In reality, it’s a disability state caused by environments that demand too much, too loudly, for too long. The problem isn’t your willpower. It’s the autistic burnout environments you’re forced to survive.


Autism Research Isn’t About You, It’s About Controlling You
For decades, most “autism research” has quietly treated autistic people as problems to be managed, not as people whose lives should get better. The primary outcome has been behavior control for neurotypical comfort, not autonomy or quality of life for autistic communities themselves.


ADHD Medication Is Being Used as a Substitute for Accommodation
Stimulant meds can be life‑changing, but “take your pills” has quietly become the only ADHD medication accommodation many schools and employers are willing to offer. This piece explores how powerful tools are being used to patch broken systems instead of redesigning them.


Your ADHD Isn’t a Focus Deficit. It’s a System That Won’t Stop Hijacking You.
You’ve been told your ADHD means you “can’t focus.” In reality, your ADHD focus can lock on like a laser—on the right thing, at the right time. The problem is a world built like a casino that constantly hijacks your attention, then blames you for being as capturable as it engineered you to be.


Watched, Not Supported: The Problem with Autism Technology Surveillance
Most “autism tech” isn’t actually built to make autistic lives safer or less painful. It’s built to watch—tracking gaze, movement, and “engagement” so adults can see dashboards and funders can see metrics, while the autistic person absorbs the risk and rarely gets more control.


When Therapy Teaches You to Hate Your Body: The Hidden Trauma of ABA
Many autistic adults now describe their early “intensive therapy” as ABA trauma: years of compliance training and stimming suppression that left them with PTSD‑like symptoms and a deep mistrust of their own bodies. This piece explores how that happens, and what care would look like if we put autistic people’s safety—not adult comfort—at the center.


Autistic Masking Harm: The Social Self-Harm We Keep Praising as a Skill
We keep congratulating autistic people for “masking well” while the research quietly piles up: camouflaging autistic traits is tied to depression, anxiety, burnout, and suicidality. This isn’t a quirky social skill. For many people, it’s a slow, socially rewarded form of self‑harm.


I Patented a Wearable for Sensory Overload. Here’s What It Taught Me About Ethical AI.
I patented an ethical AI wearable to help neurodivergent people manage sensory overload. Turning my S²MHD and DAD Framework research into hardware forced a non‑academic question: when AI is strapped to a human nervous system, who is the data really for, who controls it, and whose comfort does the device ultimately serve?


When AI in Education Makes Students Worse at What Matters: What a Large RCT Means for Neurodivergent Learners
A large-scale randomized trial in high school math found that unrestricted GPT‑4 help during practice boosted grades in the moment but left students 17% worse off on a later, no‑AI exam. For neurodivergent learners, that’s not just a statistic — it’s a safety warning about how schools are rolling out AI.


The Invisible Safety Crisis: Why Your Autism AI Tools Might Be Making Things Worse
Schools, therapy centers, and community organizations are adopting AI tools for autism support without asking the most important question: who built these tools, and who did they ask? On April 17, I'm presenting the answer — and it's not comfortable.


The Ceiling Fan That Changed How I Think About Autistic Attention and AI
I stood at the stove watching my daughter for 22 minutes while she studied a ceiling fan. She didn't look for me once. That morning became the lens through which I now evaluate every AI tool built for autistic users.


Built Without Us: The AI and Autism Ethics Gap Nobody Is Closing
Most AI tools designed for autism were built without a single autistic person in the room. Across decades of research, autistic adults have been studied far more than they've been consulted. My S2MHD model reveals the pathway these tools miss: it's not sensory overload that collapses attention — it's the anxiety and fatigue it triggers. This post makes the case for what ethical, co-designed AI for autism actually requires.
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