This is the kind of DeSci use case we’ve all been waiting for. Samsung is working with @GaleonCare to train AI on ultrasound diagnostics – not by just “collecting data,” but by building a system where hospitals keep control, patients remain private, and model training is fully transparent. – The records stay where they are. – Hospitals decide what gets used, when, and under what terms. – Patients can choose to participate, and when they do, they’re compensated. – Nothing leaves the institution unless someone explicitly agrees to share it. This setup provides researchers with the clinical insights they need, while the sensitive data itself remains within the hospital's secure environment. 🤝 Congrats to @GaleonCare for building (and selling!) it. But equally big kudos to @SamsungHealth for choosing a non-obvious, but fundamentally more sustainable path for sourcing data.