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Clinic workstation with dual monitors, local GPU tower, and ultrasound equipment in a quiet medical office
Infrastructure Imperative Featured

Why Your Clinic Workstation Needs a GPU

A clinic workstation with local GPU inference changes the privacy, latency, and ownership posture of clinical AI workflows.

· 7 min read
local-llmgpuclinical-ai
Physician-developer at a workstation with terminal output and a clinical note glowing on dual monitors, GPU server on the desk, dark clinical office at night
Infrastructure Imperative Featured

The Local Advantage: Why Physician-Developers Should Build on Local LLMs Instead of Consumer AI

Consumer AI tools like ChatGPT and Claude are useful. But a physician-developer who deploys a locally fine-tuned model on controlled infrastructure has something more powerful: a clinical tool that learns your practice, respects your data, and costs less at scale.

· 12 min read
local-llmai-infrastructureclinical-ai