Field notes — week of Mar 23, 2026

The through-line this week was digital twins, AI agents 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 The recurring problem: rich physical assets exist, but the models describing them are static and drift out of date.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. The answer is grounding: models tied to real data, not guesswork — which is our craft.