# Core Forecast - 2026-07-08

**Version**: v1.0
**Generated**: 04:36
**Confidence Cone**: medium

---

## 1. Situation

### Markets

• Interest Rates: → yields at extended levels but stable geo limits further upside pressure
• Financial: → small-cap outperformance at alert levels within 78% bullish direction ratio
• Commodity: → metals at statistical extremes while energy reflects muted GMT hotspot transmission
• Currency: → EUR at WATCH downside with mild USD bid on rate differentials
• Crypto: → lagging risk assets with no independent on-chain confirmation of bid
<!-- panels-json: {"interest_rates": {"headline": "TNX +1.76\u03c3 WATCH and normal curve with geo risk 0.48 stable setting up for mean-reversion lower given muted transmission", "two_day_forecast": "Yields likely to revert lower over next 2 sessions if no Eastern Europe escalation, expecting 10Y to test below 4.45% on de-escalation signals or soft data prints.", "direction": "down", "confidence": 0.65, "triggers": ["10Y yield breaks below 4.45%", "No new refinery strike reports", "2s/10s spread widens >5bp"], "calibration": {"sample_size": 24, "hit_rate": 0.25, "brier_score": 0.31388750000000004}}, "financial": {"headline": "Small caps IWM/IJR at +2\u03c3 ALERT within 78% bullish direction ratio but contracting breadth and VIX +12.9% 1d creating cautious setup", "two_day_forecast": "Financials likely to post mild gains over next 2 sessions if direction ratio holds above 0.70 and VIX fails to sustain above 19, with IWM expected to lead.", "direction": "up", "confidence": 0.56, "triggers": ["Direction ratio >0.70", "VIX fails to break 19", "IWM holds +1.5\u03c3"], "calibration": {"sample_size": 24, "hit_rate": 0.375, "brier_score": 0.29097083333333335}}, "commodity": {"headline": "Lithium/ALB and rare earths at -1.98\u03c3 extremes (-21.9%/-16.4% 30d) with crude rebounding on hotspots but high inventories capping per GMT5", "two_day_forecast": "Industrial metals likely to mean-revert higher over next 2 sessions if China demand signals emerge, with lithium expected to rise >3% on any positive tape confirmation.", "direction": "up", "confidence": 0.76, "triggers": ["Lithium >$132.50", "Crude holds above $73", "No escalation in Middle East proxies"], "calibration": {"sample_size": 24, "hit_rate": 0.20833333333333334, "brier_score": 0.3488}}, "currency": {"headline": "EURUSD at -1.72\u03c3 WATCH with USD supported by differentials and stable geo-risk regime offering de-escalation paths", "two_day_forecast": "EURUSD likely to stabilize or recover mildly over next 2 sessions if VIX retreats below 18 and no BOJ signals, testing toward 1.145 on risk-on tape.", "direction": "up", "confidence": 0.55, "triggers": ["VIX <18", "EURUSD holds above 1.135", "No new Indo-Pacific escalation"], "calibration": {"sample_size": 24, "hit_rate": 0.20833333333333334, "brier_score": 0.3327791666666667}}, "crypto": {"headline": "BTC -3.7% 30d lagging equities with VIX spike and no confirming ETF flow or on-chain bid per GMT5", "two_day_forecast": "Crypto likely to see mild continued pressure over next 2 sessions if equities weaken or VIX holds above 18, with BTC expected to test sub-61500.", "direction": "down", "confidence": 0.54, "triggers": ["BTC breaks below 61500", "VIX sustains >18", "Negative spot ETF flows"], "calibration": {"sample_size": 24, "hit_rate": 0.3333333333333333, "brier_score": 0.2583958333333333}}} -->

### Quant

• Direction ratio at 78% bullish (+32pp weekly)
• Sigma intensity at 1.44 with 44% ALERT signals
• BULLISH_BIAS streak at 1 consecutive days
• Yield curve normal at +36bp
• Geopolitical risk 0.48 (stable)
• Dispersion index 1.34
• Direction ratio 0.78 bullish → sustained bias but breadth momentum -8 contracting
• Sigma intensity 1.44 → low conviction with 0% critical, 44% alert, 56% watch [n=2806]
• Dispersion index 1.34 → low dispersion suggesting shallow coordinated moves
• Yield curve normal (spread 36bp) → stable policy backdrop with anchored real yields
• Geo risk score 0.48 stable regime → muted transmission per GMT1; de-escalation equilibria likely [GMT4]
• Bullish bias streak 1 day → early-stage with 56% long-signal accuracy [n=2712]
• VIX +12.9% 1d to 18.21 (-15.3% 30d) → short-term spike without confirmed risk-off cascade
• Mean reversion on 2σ+ signals 77% within 6d [n=1686] → base rate for current WATCH extremes

---

## 2. Signal

| Asset | Price | Z-Score | Window | Direction |
|-------|-------|---------|--------|-----------|
| IHI | $52.25 | +2.30σ | 30d | up |
| IJR | $145.39 | +2.01σ | 252d | up |
| ALB | $129.02 | -1.98σ | 60d | down |
| AMD | $516.11 | +1.98σ | 252d | up |
| IWM | $296.19 | +1.93σ | 252d | up |
| ^TNX | $4.53 | +1.76σ | 252d | up |
| EURUSD=X | $1.14 | -1.72σ | 252d | down |
| TSM | $432.57 | +1.62σ | 252d | up |
| SOXX | $551.69 | +1.56σ | 252d | up |

---

## 3. Opportunity

- **Primary**: Lithium (ALB -1.98σ): long lithium vs broad commodities with tight stop (76%)
- **Primary**: Small caps (IWM/IJR +2σ ALERT): long IWM vs SPX with vol hedge (58%)
- **Primary**: 10Y Treasury yields: tactical payer convergence or curve steepener (65%)
- **Secondary**: Mean reversion in >2σ commodity extremes (lithium, uranium): industrial metals rebound (65%)
- **Secondary**: De-escalation equilibria in Eastern Europe/Middle East hotspots: risk assets and yields (58%)
- **Secondary**: Small-cap momentum continuation at ALERT levels: financial breadth (49%)

---

## 4. Probabilities & Metrics

| Entry | Current | 7d Slope | Decay HL | Cascade Depth |
|-------|---------|----------|----------|---------------|
| iShares US Medical D | 50% | N/A | TBD | 0 |
| iShares Core S&P Sma | 58% | N/A | TBD | 1 |
| lithium | 71% | N/A | TBD | 2 |
| amd | 50% | N/A | TBD | 0 |
| russell2000 | 58% | N/A | TBD | 1 |

**Performance Scorecard**:
- Backtest (1042d): 574/1292, 44%, +359.7%
- Recent (7d): 3/8, 38%, -17.4%

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**Sources**: FRED, yfinance, Market data
**Next Calibration**: Run sentinel scanner for breakouts; Monitor: Eastern Europe refinery strikes cascade to natgas/oil >10% spike; Monitor: Indo-Pacific drill incident triggers safe-haven FX/rates move; Track: Lithium (ALB -1.98σ) pricing; Track: Small caps (IWM/IJR +2σ ALERT) pricing
---

## 5. Shadow Experiments (DS8)

| arch1 | 0.3145 | 0.3358 | (-0.0038) | 494 | accumulating |
| Architecture | Shadow Brier | Prod Brier | Delta | n | Status |
|-------------|-------------|-----------|-------|---|--------|
| arch2 | 0.3070 | 0.3358 | (-0.0072) | 440 | accumulating |
| arch3 | 0.2952 | 0.3358 | (-0.0238) | 440 | PROMOTABLE |