Own the Model, Own the Data
Why “Local AI” Is Becoming a Clinical, Security, and Sovereignty Decision — Not Just an IT One
Junaid Kalia, MD
Founder & CEO of SaveLife.AI. Clinical neurologist and healthcare AI innovator, exploring how artificial intelligence is transforming medicine. Host of the Signal and Symptoms podcast.
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Latest posts
The $2,000 Computer That Skips the Cloud
Most conversations about AI in medicine assume a data center somewhere else is doing the thinking.
The Invisible Layer
Contactless Monitoring, Alarm Fatigue, and Why the Buyer-Turned-Builder Thinks Most Health AI Dies in the Pilot
Five Days Before the Hospital
Most health monitoring tells you what is happening now.
Would You Trust a Power-Plant Engine at the Bedside?
Most health-AI founders come from medicine or machine learning.
No Black-Box at the Bedside
What Industrial Digital Twins Teach Medicine About Explainability, In-Silico Trials, and Earning a Doctor’s Trust
Who Owns Your Medical Record Now?
The Cures Act, On-Device AI, and the Quiet Migration of Health Data From the Institution to the Patient
When the Patient Shows Up Already Knowing
For a generation, your medical record has lived behind the hospital’s firewall.
The One-Mile Gap: Why Breakthrough Medical AI Never Reaches the Patient
An Oxford Scientist on Imaging AI, Proactive Medicine, and the Translation Problem Healthcare Can’t Ignore
Can Medicine Keep Up with AI?
The most important question in healthcare AI right now isn’t what the technology can do.
The Exam Room Is the Real Test of Healthcare AI
Why Trust, Not Technology, Decides Whether AI Works in Pediatrics — and What the Front Line Already Knows
AI Won’t Replace Your Pediatrician — But It Will Change the Visit
The hardest part of a pediatric visit now happens before the appointment even begins.