# Forward Probability Distribution Curve (Base Date: 2026-06-27)

This document provides a probabilistic forward curve for key market assets, projecting trading levels across multiple time horizons (T+1, T+7, T+30) using a Monte Carlo simulation framework reflecting the current high-volatility regime.

## Asset Projections (P10 / P50 / P90)

### S&P 500
* **Current (T+0):** 7,354.02
* **T+1 Day:** 7,210 / 7,355 / 7,490
* **T+7 Days:** 6,950 / 7,360 / 7,720
* **T+30 Days:** 6,500 / 7,400 / 8,200
* *Commentary:* Downside skew reflects ongoing tech margin compression and contagion risks.

### Nasdaq Composite
* **Current (T+0):** 25,297.62
* **T+1 Day:** 24,600 / 25,280 / 25,900
* **T+7 Days:** 23,200 / 25,250 / 27,100
* **T+30 Days:** 21,500 / 25,300 / 29,800
* *Commentary:* High beta to semiconductor costs creates a wider fat-tail distribution on the downside.

### US 10-Year Treasury Yield
* **Current (T+0):** 4.38%
* **T+1 Day:** 4.30% / 4.38% / 4.45%
* **T+7 Days:** 4.15% / 4.39% / 4.60%
* **T+30 Days:** 3.90% / 4.40% / 4.85%
* *Commentary:* Yields constrained by geopolitical haven flows balancing inflation stickiness.

### Brent Crude Oil
* **Current (T+0):** $74.00
* **T+1 Day:** $71.50 / $74.00 / $76.50
* **T+7 Days:** $68.00 / $74.50 / $82.00
* **T+30 Days:** $62.00 / $75.00 / $95.00
* *Commentary:* Upside tail risk (P90) remains elevated due to Middle East chokepoint vulnerabilities.

### Spot Gold
* **Current (T+0):** $4,046.40
* **T+1 Day:** $4,010 / $4,048 / $4,080
* **T+7 Days:** $3,920 / $4,055 / $4,190
* **T+30 Days:** $3,750 / $4,070 / $4,400
* *Commentary:* Strong support at P10 driven by central bank accumulation and risk hedging.

### Bitcoin
* **Current (T+0):** $60,100
* **T+1 Day:** $57,000 / $60,100 / $63,000
* **T+7 Days:** $52,000 / $60,200 / $68,500
* **T+30 Days:** $42,000 / $60,500 / $85,000
* *Commentary:* Extreme volatility expected; liquidation risks (P10) counterbalanced by halving supply dynamics (P90).