LIFE AI

[image] 🩺 Community Question: In medical innovation, what drives greater long-term impact: U.S.-grade quality for rigorous validation and strict regulation or Asia-speed execution for faster approvals and rapid scale? Viewpoint A: U.S.-Grade Quality Through institutions like the U.S.

[video] How could AI reshape the future of preventable diseases? Healthcare is shifting from treatment to true prevention. With scaled early risk detection and research intelligence, conditions like stroke can move from common outcomes to preventable events. A vision at the core of

[video] What makes AI production-ready? Not how smart it sounds, but how well it’s verified. In episode 3 of Lifeline, Elod Varga (CTO, Shinsō) explains that real-world AI is validated in layers: evals, unit tests, integration tests, then deployment across devnets, testnets, and