v2.1: Reweighting Market Signals — Oil Takes the Lead
The four financial stress signals behind the market layer now carry unequal weights. WTI crude oil moves to 35%, reflecting its outsized role as a driver of inflation, supply chains, and geopolitical conflict.
When v2 launched the market layer, the four signals — VIX, gold, 10-year Treasury yield, and WTI crude oil — were averaged with equal 25% weights. Equal weighting is a reasonable default, but it treats a modest move in gold the same as a major oil price shock. That does not match reality.
The new weights
| Signal | Old weight | New weight | Rationale |
|---|---|---|---|
| WTI Crude Oil | 25% | 35% | Most direct transmission to inflation, logistics, and conflict risk |
| VIX (Volatility Index) | 25% | 30% | Primary real-time fear gauge — prices in risk before headlines form |
| 10-Year Treasury Yield | 25% | 20% | Important macro signal but slow-moving; 7-day change is a lag indicator |
| Gold (GLD ETF proxy) | 25% | 15% | Safe-haven signal, but GLD × 10 proxy adds noise — lower weight reduces that |
Why oil?
Oil is the single commodity most tightly coupled to the scenarios WakeUpNeo.ai is designed to detect. A sharp WTI spike simultaneously signals supply disruption (conflict, sanctions, infrastructure attack), demand shock (rapid economic deterioration), or both. It feeds directly into consumer prices, transportation costs, and the fiscal stress of oil-importing nations — all of which amplify social instability. No other single signal has that breadth of downstream consequences.
Why reduce gold?
Gold remains a valid crisis signal — central banks and institutional investors do flee to it during genuine systemic stress. The weight reduction reflects a data quality issue rather than a conceptual disagreement: we proxy XAU/USD via the GLD ETF (GLD price × 10), which introduces tracking error, management-fee noise, and ETF-specific liquidity dynamics. Until we have access to a clean spot price feed, 15% is a more honest reflection of the signal's reliability.
Effect on the score
The reweighting makes the market layer — and by extension the final blended meter — more sensitive to energy market dislocations and faster to respond to equity fear (VIX). Treasury-driven moves require a larger absolute yield change to register the same stress impact. In practice, this means the meter will react more sharply to oil supply shocks or sudden volatility spikes, and more slowly to the gradual yield drift that characterises monetary policy cycles.