# Core Forecast - 2026-07-31

**Version**: v1.0
**Generated**: 04:35
**Confidence Cone**: medium

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## 1. Situation

### Markets

• Interest Rates: → yields at extremes with mean-reversion pressure likely
• Financial: → dispersion supports quality leadership over broad beta
• Commodity: → reflation channel active in energy/grains with uneven transmission
• Currency: → USD at watch for mean-reversion firmness on differentials
• Crypto: → limited downside contagion, tied to equity dispersion and low vol
<!-- panels-json: {"interest_rates": {"headline": "TNX +2.02\u03c3 and TLT -2.26\u03c3 at ALERT extremes with front-end rates firm in reflation setup", "two_day_forecast": "Yields likely to mean-revert lower over next 2 sessions if economic data does not exceed consensus, with 10Y expected to retreat below 4.60% as 7-day probability slope flattens", "direction": "down", "confidence": 0.65, "triggers": ["10Y yield closes below 4.55", "MOVE index fails to break above 72", "No hotter-than-expected CPI print"], "calibration": {"sample_size": 47, "hit_rate": 0.2765957446808511, "brier_score": 0.3115127659574468}}, "financial": {"headline": "QQQ -1.63\u03c3 WATCH with bearish bias streak 3 and selective AI strength setting up for mean reversion", "two_day_forecast": "Selective quality and QQQ likely to rebound over next 2 sessions if breadth momentum improves from -3, with NDX expected to test 690 if VIX stays below 17", "direction": "up", "confidence": 0.62, "triggers": ["QQQ closes above 670", "Dispersion index holds above 1.5", "MSFT/NVDA maintain positive 1d momentum"], "calibration": {"sample_size": 47, "hit_rate": 0.3191489361702128, "brier_score": 0.2933042553191489}}, "commodity": {"headline": "Crude +23.8% (30d) and grains reaccelerating with low geo cascade confirming reflation channel", "two_day_forecast": "Energy and grains likely to consolidate firm over next 2 sessions if no de-escalation signals emerge, with crude expected to hold above 84 on USD interaction", "direction": "up", "confidence": 0.58, "triggers": ["Crude holds above 83.50", "Broad commodities ETF momentum stays positive", "No meaningful supply release from OPEC"], "calibration": {"sample_size": 47, "hit_rate": 0.3617021276595745, "brier_score": 0.2972404255319148}}, "currency": {"headline": "EURUSD +1.72\u03c3 WATCH with USDJPY weakening, setting up for USD mean-reversion firmness on differentials", "two_day_forecast": "USD likely to firm over next 2 sessions as EURUSD mean-reverts from +1.72\u03c3 if geo risk remains stable, with USDJPY expected to rebound above 161", "direction": "up", "confidence": 0.59, "triggers": ["EURUSD fails to break above 1.16", "Real-yield spread widens in favor of USD", "DXY holds above 100"], "calibration": {"sample_size": 47, "hit_rate": 0.23404255319148937, "brier_score": 0.30894680851063827}}, "crypto": {"headline": "BTC near flat 30d with low funding rates and equity dispersion limiting contagion", "two_day_forecast": "Crypto likely to trade neutrally to slightly higher over next 2 sessions if equity mean-reversion trigger hits, with BTC expected to hold 62000-65000 range on ETF flows", "direction": "neutral", "confidence": 0.54, "triggers": ["BTC holds above 62000", "VIX remains below 17", "ETH/BTC dominance stable"], "calibration": {"sample_size": 47, "hit_rate": 0.2978723404255319, "brier_score": 0.25734680851063835}}} -->

### Quant

• Direction ratio at 25% bullish (-35pp weekly)
• Sigma intensity at 1.75 with 50% ALERT signals
• BEARISH_BIAS streak at 3 consecutive days
• Yield curve normal at +36bp
• Geopolitical risk 0.52 (stable)
• Dispersion index 0.67
• Direction ratio 25% bearish (-35pp weekly) → BEARISH_BIAS streak 3 days with breadth momentum contracting at -3
• Sigma intensity 1.75 (moderate) → signal distribution 12% critical / 50% alert / 38% watch [n=2806]
• Dispersion index 1.67 → moderate levels support selective AI/quality leadership over broad beta in reflation mix
• Yield curve normal (spread 36bp) → stable regime with limited geo transmission into rates or systemic risk
• Crude +23.8% (30d), corn/wheat +11% (30d) → reflation pressures in energy/grains consistent with base case
• Consumer sentiment -10% (1m) while labor resilient at 4.2% unemployment → mild reflation setup favoring quality over cyclicals
• TNX +2.02σ ALERT UP / TLT -2.26σ ALERT DOWN → yields at statistical extremes, mean-reversion setup within 6d 77% [n=1686]
• QQQ -1.63σ WATCH DOWN amid selective MSFT +20.9% (30d) → uneven risk leadership with dispersion

---

## 2. Signal

| Asset | Price | Z-Score | Window | Direction |
|-------|-------|---------|--------|-----------|
| TLT | $82.80 | -2.26σ | 252d | down |
| ^TNX | $4.66 | +2.02σ | 252d | up |
| EURUSD=X * | $1.15 | +1.72σ | 30d | up |
| QQQ * | $683.55 | -1.63σ | 60d | down |

---

## 3. Opportunity

- **Primary**: 10Y yields / TNX: Position for yield pullback and TLT bounce (68%)
- **Primary**: QQQ/AMD: Long quality AI leadership on dips with tight stop (65%)
- **Primary**: Commodity reflation (grains/crude): Long selective energy/grains vs broad commodities (62%)
- **Primary**: Firmer dollar on differentials: Long USD vs rate-sensitive crosses with convexity (55%)
- **Secondary**: Commodity reflation in crude/grains: Supports mild reflation regime and selective equity leadership (53%)
- **Secondary**: Mean reversion on 2σ+ yield extremes: Limits bond volatility spike and supports USD firmness (58%)

---

## 4. Probabilities & Metrics

| Entry | Current | 7d Slope | Decay HL | Cascade Depth |
|-------|---------|----------|----------|---------------|
| iShares 20+ Year Tre | 68% | N/A | TBD | 1 |
| CBOE 10 Year Treasur | 50% | N/A | TBD | 0 |
| eurusd | 50% | N/A | TBD | 0 |
| Invesco QQQ Trust | 65% | +2.4pp/d | TBD | 1 |

**Performance Scorecard**:
- Backtest (1042d): 574/1292, 44%, +359.7%
- Recent (7d): 0/9, 0%, -36.7%

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**Sources**: FRED, yfinance, Market data
**Next Calibration**: Run sentinel scanner for breakouts; Monitor: Middle East escalation disrupting shipping lanes and spiking oil >10%; Monitor: Consumer sentiment weakness spilling into hard spending data; Track: 10Y yields / TNX pricing; Track: QQQ/AMD pricing
---

## 5. Shadow Experiments (DS8)

| arch1 | 0.3178 | 0.3356 | (-0.0035) | 638 | accumulating |
| Architecture | Shadow Brier | Prod Brier | Delta | n | Status |
|-------------|-------------|-----------|-------|---|--------|
| arch2 | 0.3142 | 0.3356 | (-0.0037) | 584 | accumulating |
| arch3 | 0.3025 | 0.3356 | (-0.0189) | 584 | accumulating |