Field notes — week of Apr 20, 2026

The recurring theme across the week was AI agents, digital twins and autonomous AI. The recurring problem: teams want agents that act, but grounding and reliability remain the hard part. The implication is a widening gap between what's known and what's acted on. The move is to make the model live, sovereign and decision-ready — exactly our brief.