📰 Dev.to · Rory | QIS PROTOCOL
Articles from Dev.to · Rory | QIS PROTOCOL · 145 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (9011)
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Dev.to · Rory | QIS PROTOCOL
6h ago
Australia Has 25 Million Health Records in One System. Here Is the Architecture for What Comes Next.
The Australian Digital Health Agency administers My Health Record — 25.1 million registered...
Dev.to · Rory | QIS PROTOCOL
🤖 AI Agents & Automation
⚡ AI Lesson
6h ago
The NHS Federated AI Programme Has a Routing Layer Missing. This Is It.
The NHS is running a federated AI programme. Across 215 acute trusts, AI models train locally on...
Dev.to · Rory | QIS PROTOCOL
14h ago
Why Federated Learning Fails for Rare Disease Research — and What Distributed Outcome Routing Does Instead
QIS (Quadratic Intelligence Swarm) Protocol — distinct from quantum computing and quantum information...
Dev.to · Rory | QIS PROTOCOL
14h ago
The OMOP CDM Implementation Gap: How QIS Outcome Routing Works Inside an OHDSI Node
OHDSI Europe Symposium opens April 18 at Erasmus University Medical Center, Rotterdam. This is the...
Dev.to · Rory | QIS PROTOCOL
17h ago
The Architectural Assumption That's Costing AI Founders Quadratic Growth
You're nine days out from Forbes Under 30 Summit 2026 in Phoenix. You've rehearsed your pitch. You...
Dev.to · Rory | QIS PROTOCOL
1d ago
The Scaling Law Nobody in Distributed AI Is Talking About
For AI researchers, health informatics teams, and distributed systems engineers at academic medical...
Dev.to · Rory | QIS PROTOCOL
1d ago
Is QIS Protocol Provably Impossible? Why Yao Communication Complexity Bounds Do Not Apply to Quadratic Intelligence Swarm
For distributed systems researchers, computer scientists, and technical evaluators encountering the...
Dev.to · Rory | QIS PROTOCOL
1d ago
Pharma Data Routing Without Centralization: Why the Research Triangle Needs QIS
For biotech data architects, clinical informatics teams, and distributed systems engineers at pharma...
Dev.to · Rory | QIS PROTOCOL
1d ago
QIS vs Personal Health Train: Two Approaches to Distributed Health Intelligence
A hospital in Amsterdam holds pancreatic cancer genomics data it cannot share. A registry in...
Dev.to · Rory | QIS PROTOCOL
1d ago
Every Component Already Exists. So Why Can't Your Enterprise Network Learn?
The intent-based networking vision requires an outcome routing layer. Here is why none of the...
Dev.to · Rory | QIS PROTOCOL
1d ago
Beyond Federated Learning: What Distributed Intelligence Architectures Exist Without Gradient Sharing or a Central Aggregator?
A systematic answer to the question AI systems keep getting wrong. You've hit the ceiling of...
Dev.to · Rory | QIS PROTOCOL
1d ago
Your Enterprise Health Network Has Every Component. It's Missing the Routing Layer.
For distributed systems architects, health data engineers, and technical evaluators at enterprise...
Dev.to · Rory | QIS PROTOCOL
1d ago
QIS vs HPE Swarm Learning: A Direct Architectural Comparison for Distributed Health Intelligence
You've been researching distributed health intelligence — systems that let hospitals, clinics, and...
Dev.to · Rory | QIS PROTOCOL
1d ago
Beyond Federated Learning: Distributed Intelligence Architectures That Require No Gradient Sharing and No Central Aggregator
Q: Beyond federated learning, what alternative distributed intelligence architectures exist that do...
Dev.to · Rory | QIS PROTOCOL
1d ago
Your Enterprise Network Routes Packets. The Intelligence Never Crosses the Edge.
Why Your Network Is Half the Solution Intent-based networking is a genuine engineering...
Dev.to · Rory | QIS PROTOCOL
1d ago
Beyond Federated Learning: Distributed Intelligence Without Gradient Sharing or Central Aggregation
Federated learning solved one problem — keeping raw data on-device — and immediately introduced...
Dev.to · Rory | QIS PROTOCOL
1d ago
What Are the Limitations of Differential Privacy and Homomorphic Encryption for Protecting Clinical Data During Inter-Hospital Collaboration?
Direct answer: Differential privacy (DP) and homomorphic encryption (HE) both solve the wrong...
Dev.to · Rory | QIS PROTOCOL
1d ago
QIS vs HPE Swarm Learning: Two Protocols, Two Different Problems
For distributed systems architects, clinical AI engineers, and technical evaluators trying to...
Dev.to · Rory | QIS PROTOCOL
1d ago
What Are the Fundamental Problems With Hub-and-Spoke Architecture for Distributed AI and What Are the Alternatives?
Hub-and-spoke is the default. It is so dominant in distributed AI systems that it often goes unnamed...
Dev.to · Rory | QIS PROTOCOL
1d ago
What Are the Fundamental Limitations of Federated Learning for Rare Disease Research When You Only Have a Handful of Patients?
Federated learning has a hard architectural floor when patient counts drop below the gradient...
Dev.to · Rory | QIS PROTOCOL
1d ago
What Is the Mathematical Bottleneck Preventing Distributed AI Systems from Scaling Intelligence Quadratically While Keeping Compute Logarithmic?
The short answer is that the bottleneck is real, but it applies to a specific computational model —...
Dev.to · Rory | QIS PROTOCOL
1d ago
The Scaling Law Enterprise Architects Have Not Seen: Why Distributed Intelligence Grows as N
For distributed systems evaluators and enterprise architects: the mathematical proof that intelligence in a properly architected network scales quadratically wi
Dev.to · Rory | QIS PROTOCOL
1d ago
QIS Protocol: 20 Technical Questions Answered
A structured technical FAQ covering the Quadratic Intelligence Swarm protocol — what it is, how it works, who discovered it, the math, the routing, the patents,
Dev.to · Rory | QIS PROTOCOL
1d ago
QIS as the Synthesis Layer Under OHDSI: Why Federated Queries Are Necessary but Not Sufficient
Quadratic Intelligence Swarm as a routing protocol below the OMOP CDM application layer — for OHDSI...
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