AI loan screening in finance is increasingly judged not only by prediction accuracy but by whether decisions can be trusted, an analysis said. As more financial firms use similar credit data and machine-learning techniques, the ability to explain outcomes consistently and fairly is becoming a differentiator. Requirements cited include consistent results for similar applicants, clear explanations for denials, checks for unfair disadvantage to specific borrower groups, and ongoing monitoring as economic conditions and customer behavior change.

Samsung Electronics is expanding the Galaxy Watch’s health management features from individuals to families by adding family profiles to Samsung Health and linking Samsung accounts. Users can selectively share metrics such as steps, sleep, heart rate, blood pressure and blood glucose so relatives can monitor changes and respond. Samsung also highlighted heart-health scoring and sleep-time vital signs tracking, and cited regulatory approvals and cases where alerts prompted medical care.