EPVIS
Energy Predictive Intelligence — Field notes on grid stress, basis spreads, and the structural forces shaping energy markets.
CAAR in Practice: Results from a 3D Turbulent Flow Simulation
This note documents the results of a full 3D computational fluid dynamics (CFD) simulation evaluating the Convex Automotive Aero Recursion (CAAR) architecture under turbulent external flow. The goal was not to optimize drag or tune control laws, but to observe how geometry alone governs stress propagation, turbulence localization, and failure envelope shape under identical boundary conditions.
Seeing Supplier Problems Before They Become Procurement Emergencies
Most supplier failures don't arrive as surprises. They feel sudden only because the signals that preceded them weren't visible, weren't connected, or weren't interpretable in time. Procurement doesn't break when a supplier fails—it breaks when reaction replaces choice.