Signals shaping
health AI.
A focused stream of research, industry developments and ideas selected for people building the future of health.
Research and developments, with a clear point of view.

Patients Are Auditing Hospital AI Tools
Hospitals deploying clinical AI without patient input risk building tools that break the patient-doctor...

AI removes blood vessels from breast MRIs
By erasing distracting blood vessels from breast MRI scans, a new deep learning tool...

Scaling Ambient AI Past the Pilot Phase
As healthcare systems rush to deploy ambient AI scribes, the real challenge is shifting...

Generative AI does not cure doctor burnout
Simply handing generative AI tools to exhausted physicians will not solve the healthcare burnout...

AI Voice Agents Take Over Insurance Hotlines
Automating the front lines of Medicare enrollment proves that conversational AI can handle administrative...

AI medical reports increase doctor editing workloads
Large language models can draft medical reports, but high error rates mean clinicians spend...

Cannabis quit apps fail clinical standards
Digital tools designed to help users quit cannabis are failing to provide basic, evidence-based...

AI agents fail at independent clinical data analysis
A new study reveals that while AI agents can draft brilliant research plans, they...

Rural Telehealth is Failing Where Needed Most
Expanding virtual care platforms does nothing for patients who lack the basic digital infrastructure...
