Beyond Traditional AI Models
The AI industry is focused on distillation — creating compact versions of large frontier models. But what if we applied this not just to models, but to the entire corpus of knowledge in healthcare?
This is the Healthcare Oracle vision: treat all evolving health knowledge as a virtual "model" then distill it into the most effective source of truth ever created.
The Deployment Vision
- iPhone: 1-3B model via Core ML — offline triage
- Mac/PC: 7-14B via Ollama/MLX — full reasoning
- Cloud: 14B+ via API — enterprise scale
When a doctor in rural India can run ollama run health-oracle and get Stanford-quality reasoning — for free, offline, privately — we will have democratized healthcare.