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rag

4 posts

A small clinical tool becoming the foundation of larger infrastructure, dark navy and cyan
Physician Development Featured

The Moment a Clinical Tool Becomes Infrastructure

A short introduction to a DoctorsWhoCode series on spreadsheets, tests, and retrieval as the basic discipline of physician-built clinical software.

· 7 min read
doctors-who-codephysician-developerclinical-software
A precision bridge of glowing documents spanning from abstract medical knowledge to clinical practice
Artificial Intelligence Featured

RAG Is the Bridge Between Medical Knowledge and Medical Practice

Clinical AI earns workflow trust only when its answers are grounded in current, local, auditable knowledge. Retrieval is not a feature. It is infrastructure.

· 9 min read
doctors-who-codephysician-developerclinical-ai
Physician workstation showing clinical evidence synthesis in a dark knowledge vault interface beside medical references
Artificial Intelligence Featured

What Karpathy Actually Built (and Why It Matters for Medicine)

The compilation analogy, explained for clinicians. How LLM Wiki compiles clinical knowledge into synthesized entity pages instead of re-retrieving chunks on every query.

· 9 min read
second brainKarpathyLLM Wiki
Physician-developer at a dark workstation with fragmented clinical PDFs on the left monitor and clean structured Markdown output on the right, a cracked digital wall separating the two
Artificial Intelligence

The PDF Wall: Why Your Clinical RAG Keeps Hallucinating

Your clinical RAG system is not hallucinating because the model is bad. It is hallucinating because your document pipeline is broken. Here is what clinical PDF parsing actually requires, and why Docling is the fix.

· 11 min read
clinical-ragpdf-parsingdocling