Independent Research
Our Research
Independent research from an AI research and development company that believes building responsibly starts with understanding deeply. Everything we publish is open, sourced, and free.
Jump to published articles ↓Independent
We fund our own research. If that ever changes, our independence won't.
Evidence-First
Every claim traces to public filings, peer-reviewed research, government data, or verified reporting.
Purpose-Driven
Every project starts with a question worth answering — and ends with findings worth sharing. We research to understand, to solve, and to serve.
Open
All research, frameworks, and tools are free to use, cite, and adapt with attribution. No paywalls.
Published Research
Active research initiatives with published findings.
Harmonize Data Centers
Over $162 billion in US data center projects blocked or delayed by community opposition. Ten core and eleven China Edition articles, plus a free, open framework — the Community Data Center Standard.
Divergosynnoetics
Four evidence domains converge: neurodivergent cognition is structurally well-suited to AI-collaborative work. Eleven articles and a free, open whitepaper.
Research Streams
Active areas of investigation. We publish when findings are solid and properly sourced — not on deadlines.
Public-Interest Research
Investigating how AI infrastructure, applications, and the systems built around them affect communities, workers, and the broader public good. Harmonize Data Centers is one published initiative in this stream — more are in development.
PublishedAI & Neurodivergence
Neurodivergent users — particularly those with ADHD, autism, and AuDHD — consistently report deeper, more natural connections with AI than neurotypical users typically describe. The published field is Divergosynnoetics: eleven articles and a whitepaper on the synergistic partnership between neurodivergent minds and AI systems.
Technical AI Research
Novel neural architectures, sovereign systems, and AI that runs on consumer hardware. Selected highlights live on our Technology page; deeper publications are in preparation.
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Published Articles
The $162 Billion Crisis Nobody's Solving
Harmonize Data CentersWhy "Green" Data Centers Aren't Green — And What Would Be
Harmonize Data CentersDenmark Heats 20,000 Homes with Data Center Waste Heat. America Throws It All Away.
Harmonize Data CentersIntroducing the Community Data Center Standard
Harmonize Data CentersHarvard Found Utilities Hiding Data Center Subsidies in Your Electric Bill. Here's What They Missed.
Harmonize Data Centers13 Things the Data Center Industry Hopes You Never Ask About
Harmonize Data CentersWhat If the People Who Fight Data Centers Helped Build One?
Harmonize Data CentersAn Open Letter to the Data Center Industry
Harmonize Data CentersForever Chemicals and Your Data Center — The Crisis Nobody's Talking About
Harmonize Data CentersReferences & Sources
Harmonize Data Centers社区数据中心标准 — The China Edition
Harmonize Data CentersThe Talent and the Crisis
DivergosynnoeticsA Mechanism for Making Green Stick
DivergosynnoeticsDivergosynnoetics: Naming the Field
DivergosynnoeticsThe Resonance Console
DivergosynnoeticsThe Missing Interface
DivergosynnoeticsThe China Pathway
DivergosynnoeticsSingapore
DivergosynnoeticsThe Netherlands and Germany
DivergosynnoeticsThe United States
DivergosynnoeticsMeasurement and Limits
DivergosynnoeticsThe Community Data Center
DivergosynnoeticsWhat We Publish
Long-Form Articles
Deep-dive analysis published on our website.
Open Frameworks
Practical standards and toolkits, free to download and use.
One-Page Summaries
Key findings distilled for meetings, presentations, and community events.
Full Source References
Complete citation libraries with links to every original source.
Everything is free. Everything is citable. It's there to serve the greater good.
Work With Us
Whether you're a researcher, advocate, policymaker, community leader, fellow AI lab or company, or someone who sees a problem worth solving — we'd love to hear from you. Our work exists to be built on.
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