What if the EU freezes Poland's recovery funds over rule-of-law concerns?
Frozen EU funds hit Poland directly: short PLN and long Polish 10y (POLGB) yields as the fiscal hole widens and the rule-of-law premium returns; contagion to CEE FX (HUF, CZK) is the channel, not US equities. Rhymes with 2021-23 when the Commission withheld ~EUR35bn and the zloty underperformed CE3 peers. Germany is Poland's dominant export market, so a zloty slide is partly cushioned by competitiveness. The VIX +3.9% / risk-parity cascade is wildly oversized for a localized CEE fiscal-political spat.
how we built this number — every step
The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.
The butterfly cascade
How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.
Resolution timeline — how this probability is moving
Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 6–18 months horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.
What it would mean
If this plays out, it is a risk-off shock. A nationalist Warsaw government loses recovery cash over judicial reforms, zloty and Polish bonds wobble. The trigger decomposes into signed root‑shocks — FX carry appetite ▼ · Credit spreads ▲ · EM currencies ▼ · Geopolitical risk ▲ — which propagate through our causal graph to the markets below.
If it happens — the markets it would move
Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +2.6% hist -0.05–+2.0% · other way -7.11% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.9% hist -1.26–-0.03% · other way +0.84% (n=12) |
| 3 | Turkish lira TRY 📈 chart | FX | ▼ -0.8% hist -4.9–+0.77% · other way -0.86% (n=12) |
| 4 | Indian rupee INR 📈 chart | FX | ▼ -0.7% hist -0.93–-0.01% · other way -0.68% (n=12) |
| 5 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.6% hist -0.35–+0.2% · other way +0.02% (n=12) |
| 6 | Tech sector XLK 📈 chart | Equity | ▼ -0.6% hist -0.37–-0.14% · other way +1.05% (n=12) |
| 7 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.5% hist -1.97–+0.52% · other way +23.53% (n=12) |
| 8 | High-yield credit HYG 📈 chart | Rate | ▼ -0.4% hist -0.61–+0.0% · other way -0.21% (n=12) |
| 9 | Chinese yuan CNY 📈 chart | FX | ▼ -0.4% hist -0.93–+0.01% · other way -0.56% (n=12) |
| 10 | Financials XLF 📈 chart | Equity | ▼ -0.3% hist -0.27–+0.11% · other way -0.27% (n=12) |
| 11 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▲ +0.3% hist -0.07–+0.26% · other way -0.25% (n=12) |
| 12 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.3% hist -7.29–+1.66% · other way +10.63% (n=11) |
| 13 | JPMorgan JPM 📈 chart | Equity | ▼ -0.2% hist -0.31–+0.27% · other way +1.12% (n=12) |
| 14 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -0.3% hist -0.49–+0.49% · other way +3.85% (n=12) |
Probable recommendation
Why we may diverge from history
Trust the cascade's SHORT AVGO/SMH: every +30%/+12-20% analogue is April-2025 tariff windows where AI-capex demand swamped the trade hit — semis' channel here is second-order, history is regime-skewed.
Historical precedent — what analogous events actually did
Across 40 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.
| Asset | History says | Abnormal (20d · 5d) | Hit | n | Confidence | vs cascade |
|---|---|---|---|---|---|---|
| CNY CNY | SHORT | -0.6% · 5d -0.2% | 76% | 37 | 0.51 | ✓ matches cascade |
| TRY TRY | SHORT | -3.9% · 5d -0.2% | 68% | 37 | 0.35 | ✓ matches cascade |
| NDX NDX | SHORT | -0.8% · 5d -1.2% | 68% | 40 | 0.30 | ✓ matches cascade |
| Bitcoin BTC | SHORT | -6.2% · 5d -4.3% | 67% | 36 | 0.29 | ✓ matches cascade |
| INR INR | SHORT | -0.6% · 5d +0.0% ↺ fades | 65% | 37 | 0.25 | ✓ matches cascade |
| AUD AUD | SHORT | -0.8% · 5d -0.5% | 65% | 37 | 0.25 | ✓ matches cascade |
| SPX SPX | LONG | +0.4% · 5d -0.2% ↺ fades | 62% | 40 | 0.20 | ⚠ differs |
| High-yield credit HYG | SHORT | -0.4% · 5d +0.0% ↺ fades | 63% | 37 | 0.19 | ✓ matches cascade |
| AVGO AVGO | LONG | +3.0% · 5d -1.4% ↺ fades | 60% | 37 | 0.19 | ⚠ differs |
| COIN COIN | LONG | +1.2% · 5d +3.7% | 59% | 19 | 0.16 | ⚠ differs |
| MSTR MSTR | SHORT | -1.6% · 5d -1.3% | 58% | 38 | 0.13 | ✓ matches cascade |
| USDJPY USDJPY | LONG | +1.2% · 5d -0.1% ↺ fades | 57% | 39 | 0.13 | ⚠ differs |
| NOC NOC | LONG | +1.6% · 5d +0.3% | 58% | 40 | 0.13 | ✓ matches cascade |
| XLK XLK | LONG | +0.1% · 5d -0.7% ↺ fades | 54% | 38 | 0.06 | ⚠ differs |
Why this probability
Poland-EU funds tension real but Tusk-era thaw and disbursements ongoing; nationalist relapse + freeze less likely. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.