Applied technology lab
Carbon Based is an applied research lab. We put the two great breakthroughs of our age — machine intelligence and robotics — to work expanding, improving, and augmenting human health.
What we do
Three pillars
Pillar 01 · Intelligence
Multimodal models that reason over any signal — and that we orchestrate: routed between local and cloud, cross-checked against one another. Not one model, but an orchestra marshalled to a single trustworthy read.
Pillar 02 · Medicine
Feed the orchestra everything you are, and it computes what to supplement, at what dose, and what your body will and won't tolerate — simulating a protocol on your double before you ever take it. Custom supplementation now; custom medicine as fast as it's allowed.
Pillar 03 · Hardware
Precise robotics, fine-grained sensors, even rooms wired to read you continuously — the physical layer. Driven by inference, it reaches what neither could alone, and begins to act in the medical world itself.
In the lab
Project 01 · Soma
An interplay of reasoning LLM models — general and fine-tuned, working in concert and in opposition: to make sense of your biology, discern what matters, and simulate what comes next. Give it your genome, your bloods, your scans — it assembles a living model of you.
Project 02 · The Double
Soma, connected to your life — on the web and in your pocket. It keeps opening new avenues to read you and folds each into a digital double that's continuously yours. Flags interactions and lifestyle changes, never a diagnosis.
Project 03 · The Bay
The measurements that usually take a person, and the ones that take professional equipment — we'll do them. Curated best-in-class instruments and custom robotics, automated and precise, in a pod you simply step into. The app knows it's you; Soma supervises; results flow to your double and your doctor.
Why we exist
Inference, multimodality, and hardware are how we get there.