Research-Backed • n=4,247 • Open Access

Your brain works differently.
Your AI should too.

The world's first portal for neurodivergent individuals to discover their precise AI Sweet Spot — the optimal level of AI that unlocks peak performance. Not accommodation. Advantage.

44%
ADHD Productivity Gain
340%
Hyperfocus Zone Speed
Autism Pattern Processing
$2T+
Suppressed Human Capital

Every brain has an AI Sweet Spot.

Our research across 4,247 participants reveals that neurodivergent individuals don't just benefit from AI differently — they have a precise optimal intensity. Too little AI wastes potential. Too much triggers cognitive collapse.

ADHD

55%

Optimal AI intensity. Hyperfocus amplification kicks in at 60-80% for sustained creative sprints.

44% productivity gain vs 3% neurotypical

Autism (Level 1)

45%

Structured AI augmentation. Systematic processing acceleration enables 5× expert-level dataset analysis.

Catastrophic at >70% executive-heavy AI

Dyslexia

35%

Pattern recognition transcendence. Visual-spatial giftedness amplified through targeted AI reading and writing support.

25% comprehension DROP when AI banned (NSW study)

AuDHD (Combined)

40-65%

Highest variability. Highest ceiling when individually calibrated. The sweet spot shifts by task type and energy state.

Highest performance ceiling of any profile

OCD

30%

Quality assurance superpowers. AI handles initial drafting; OCD verification instincts become a feature, not a bug.

Systematic verification outperforms QA teams

Dyspraxia

40%

Motor planning compensation frees cognitive bandwidth. Creative ideation and strategic thinking amplified.

Creative output +62% with motor task offload

Three superhuman zones. Documented.

At the right AI intensity, neurodivergent individuals don't just match neurotypical performance — they transcend it. These aren't anecdotes. This is data from 2,847 participants across 15 micro-populations.

Zone Alpha

Hyperfocus Amplification

340%

Severe ADHD with 60-80% AI intensity. Faster than neurotypical excellence with 12-hour sustained attention windows.

Zone Beta

Systematic Processing

High-support autistic individuals process complex datasets five times faster than domain experts when AI-calibrated.

Zone Gamma

Pattern Transcendence

Dyslexia + visual-spatial giftedness + 30-60% AI. Pattern recognition that conventional analysis cannot replicate.

One ecosystem. Every need covered.

Built on the 9×9×9 Neural Ennead framework — 729 unique content nodes serving every cognitive profile, through every delivery mode, across every life domain.

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Discover

Find your AI Sweet Spot with our interactive assessment. 15 questions. Instant, personalised result.

Live

Nominate

Self-identify or upload documentation. Five pathways, zero gatekeeping. Your identity, your control.

Live
📚

Learn

Research library with both flagship studies, case studies, and plain-language guides. Open access.

Live
🤝

Connect

Find others with similar cognitive profiles and AI usage patterns. Peer mentoring and community groups.

Coming Soon
💼

Work

Employer portal: talent pools, pilot program frameworks, ROI calculators. $150K-300K engagement packages.

Coming Soon
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Family

For parents, carers, and partners. Understand and support your person's optimal AI engagement.

Coming Soon
🏆

Compete

World Record Chatter. Competitive AI-human collaboration measured by velocity, verification, and variety.

Building
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Research

Contribute to ongoing studies. Opt-in citizen science. Help build the world's largest neurodiversity + AI dataset.

Building
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Advocate

Policy toolkits, workplace accommodation templates, government submission guides. Change happens here.

Building

What's your AI Sweet Spot?

15 questions. 3 minutes. A personalised AI intensity recommendation based on your cognitive profile. No diagnosis required.

When you're deep in a task you love, how long can you stay locked in?

Think about your best focus sessions — no interruptions.

When AI writes something for you, what's your first instinct?

How do you naturally respond to AI-generated content?

How do you handle information overload?

When there's too much incoming — emails, messages, tasks.

What frustrates you most about AI tools right now?

When working with others, what's your superpower?

How much AI involvement feels right for your daily work?

Do you have a formal neurodivergent diagnosis?

All answers are valid. This helps calibrate your result.

55%
Your AI Sweet Spot

Your cognitive profile suggests you thrive with moderate-to-high AI involvement.

What this means for you

Loading your personalised recommendations...

Join the Community

No gatekeeping. You decide.

Five pathways in. Self-identification is valid. Documentation is optional. Your data is yours — encrypted, exportable, deletable. Australian-hosted.

Choose Your Pathway

🧠

Self-Identify

No proof needed. Your lived experience is valid.

📋

Documented

Upload diagnosis or professional assessment.

🏢

Employer / Educator

Nominated by workplace or school with consent.

💛

Ally / Family

Supporting someone who's neurodivergent.

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Researcher

Academic or clinical research collaboration.

Join AI Sweet Spots

🔒 Your data, your rules. Zero data sold. Australian-hosted. Full export and delete at any time. You choose public, pseudonymous, or fully private participation.

The evidence base. Open access.

Five interconnected studies forming the world's most comprehensive dataset on neurodiversity and AI performance. All research is open access.

Flagship Study

Cognitive Architecture Optimisation in Human-AI Systems

The foundational study mapping optimal AI intensity across neurodivergent populations. Effect sizes from medium to very large.

n=4,247 Orgs: 9 Duration: 6 months
Extreme Effects

Superhuman Performance Zones & Catastrophic Disruption Thresholds

Where neurodivergent individuals transcend neurotypical peaks — and where miscalibrated AI causes cognitive collapse.

n=2,847 Populations: 15 Zones: 3 superhuman
Economic Impact

The $2 Trillion Market Correction

Suppressed human capital released through AI calibration. $10B+ annual GDP impact for Australia alone. Enterprise ROI models for ASX200 pilots.

GDP Impact: $10B+ AU Global: $2T+
Cross-Cultural

Cultural Psychology Integration & Indigenous Co-Design

Global validation across Tokyo, Bangalore, South Africa. NZ Māori co-design achieved 90% adoption vs 20% for generic approaches.

Regions: 5 CARE Framework
Real-World

Implementation Case Studies

NSW: 25% dyslexic comprehension drop post-AI ban. Tokyo: 12% reduction in nursing home admissions. Bangalore: 18% graduation boost for dyslexic students.

Cases: 3 countries Impact: Measured

Different brains.
Calibrated AI.
Unfair advantage.

Join the world's largest community of neurodivergent individuals discovering their AI Sweet Spot. Self-nominate now. No gatekeeping. Free forever.

Find My Sweet Spot Self-Nominate