Private startup
insitro
Not publicly tradedinsitro, founded by Daphne Koller, combines machine learning with human cellular data to identify disease drivers and design drug candidates. It has…
Most advanced: PreclinicalVerified Sep 2026
Diabetes & metabolic
DeepTech + MedTechMixed / overview
The Next Medical Device Wave: Sensors, Robotics, Imaging, and Intelligent Software
From over-the-counter glucose monitors to AI-enabled imaging software, medical devices are getting smaller, smarter and more autonomous. Here is what is authorized, what is still experimental, and what could slow things down.
Field guide5 min read
LongevityMixed / overview
The Longevity Dashboard: Which Health Measures Are Useful, and Which Are Still Experimental?
Some longevity metrics, like blood pressure, are backed by decades of evidence and clear actions. Others, like consumer biological-age tests, are promising research tools whose meaning for individuals is not yet settled.
Field guide5 min read
AI + MedicineSpeculative
What If Every Patient Had a Digital Twin? A Thought Experiment About Personalized Medicine
Personalized computer models of the heart and in-silico trials are already used in research and regulation. Scaling them into a living digital twin for every patient raises hard questions of biology, validation and trust.
Thought experiment5 min read