Field notes — week of Oct 27, 2025

Most conversations this week circled digital twins, autonomous AI and health and longevity. The recurring problem: rich physical assets exist, but the models describing them are static and drift out of date. Left unaddressed, that gap compounds into cost, risk and missed timing. What closes it is an explainable, always-current view of reality — the work we do.