You can’t forecast a shock like this. But you can carry an expectation into it. The PRR Framework reads how each firm’s value has moved across the military-conflict event class — every other event of this kind. Leave this event out, and the class still tells you which firms are wired to gain and which to lose. That’s the read you’d have walked in with.†
Before the event · what the class led you to expect, and what happened
The class flagged Kinross · NextEra · Sigma Lithium to gain and Silicon Labs · Sibanye to lose — and on the day, that is broadly how it split.
Why it matters — the next shock
That is the information gain. PRR can’t tell you when the next military-conflict shock lands or how hard. It can tell you what to expect: energy-substitution names — uranium, gold, the grid tend to hold or gain, while the names most exposed take the hit. You carry that read into the next one.
† Method (beta, stylized example). A recognizable event chosen to illustrate the approach — not a comprehensive backtest. PRR’s read is set from how the firm’s value has responded across all other in-class events, with the focal event left out, measured as market-adjusted (abnormal) return over a 30-day window. That read is shown here as a category only — magnitudes, correlations and evidence grades are withheld while the framework is being retuned. Exploratory / candidate-stage — association, not established causation. PRR tells you what to expect; it does not forecast.
How to read this. PRR’s read is shown as a category — opportunity, resilience, or vulnerability — not as a number. Magnitudes, correlations and evidence grades are withheld while the framework is being retuned; categories can change with it. Illustrative of method; not investment advice.