In this episode of ByteSight, Dr. Manasi A-Ratnaparkhe speaks with Dr. Christian Tidona, CEO of BioMed X, about why so many medical breakthroughs never reach patients, and what it actually takes to fix that. From the systemic reasons biotech startups fail, to clinical trials built on homogeneous populations, to the limits of black-box AI in drug development, Christian offers a candid, experience-driven view of medicine’s most stubborn problem. The conversation also explores BioMed X’s landmark Barbados project: a government partnership using AI and deep phenotyping to address diabetic kidney disease in a population of African descent long excluded from mainstream research. A grounded, forward-looking conversation on what it truly takes to close the translational gap in medicine.