What if sanctions and trade exclusion push frontier EMs into debt distress?
Sanctions, trade exclusion and capital-flow fragmentation push a cluster of frontier EMs into debt distress and IMF programs, the fragmentation-EM channel in the GFSR.
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 1–3 years 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. Sanctions, trade exclusion and capital-flow fragmentation push a cluster of frontier EMs into debt distress and IMF programs, the fragmentation-EM channel in the GFSR. The trigger decomposes into signed root‑shocks — EM currencies ▼ · Credit spreads ▲ · Geopolitical risk ▲ · Trade tension ▲ — 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 | ▲ +6.6% hist +0.39–+8.24% · other way -3.55% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -3.7% hist -2.36–-1.0% · other way +0.4% (n=12) |
| 3 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -2.4% hist -1.58–+0.13% · other way +3.07% (n=12) |
| 4 | Tech sector XLK 📈 chart | Equity | ▼ -2.6% hist -1.64–-0.44% · other way +0.42% (n=12) |
| 5 | Nvidia NVDAon Hyperliquid 📈 chart | Equity | ▼ -1.9% hist -1.49–+0.03% · other way +3.1% (n=12) |
| 6 | TSMC TSMon Hyperliquid 📈 chart | Equity | ▼ -1.7% hist -1.35–-0.49% · other way +3.31% (n=12) |
| 7 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -1.5% hist -1.43–-0.29% · other way -0.7% (n=12) |
| 8 | AMD AMDon Hyperliquid 📈 chart | Equity | ▼ -1.5% hist -1.45–+0.62% · other way +0.74% (n=12) |
| 9 | Broadcom AVGOon Hyperliquid 📈 chart | Equity | ▼ -1.5% hist -1.37–+2.23% · other way +3.0% (n=12) |
| 10 | Micron MUon Hyperliquid 📈 chart | Equity | ▼ -1.5% hist -1.12–-0.1% · other way +4.09% (n=12) |
| 11 | Marvell MRVLon Hyperliquid 📈 chart | Equity | ▼ -1.5% hist -1.01–-0.3% · other way +2.51% (n=12) |
| 12 | ASML ASMLon Hyperliquid 📈 chart | Equity | ▼ -1.4% hist -2.0–+0.07% · other way -0.48% (n=12) |
| 13 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -1.3% hist -1.0–-0.04% · other way +25.41% (n=12) |
| 14 | Turkish lira TRY 📈 chart | FX | ▼ -1.1% hist -1.02–-0.16% · other way -0.74% (n=12) |
Probable recommendation
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 |
|---|---|---|---|---|---|---|
| COIN COIN | LONG | +12.1% · 5d +7.7% | 82% | 10 | 0.51 | ⚠ differs |
| XCU XCU | SHORT | -2.1% · 5d -0.9% | 70% | 39 | 0.36 | ✓ matches cascade |
| ETH ETH | SHORT | -6.2% · 5d -7.1% | 70% | 17 | 0.32 | ✓ matches cascade |
| MRVL MRVL | SHORT | -0.3% · 5d -2.4% | 67% | 39 | 0.27 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.5% · 5d -0.2% | 66% | 37 | 0.26 | ✓ matches cascade |
| RTX RTX | SHORT | -2.2% · 5d -1.9% | 64% | 39 | 0.24 | ⚠ differs |
| AVGO AVGO | LONG | +2.7% · 5d -1.5% ↺ fades | 62% | 31 | 0.22 | ⚠ differs |
| Bitcoin BTC | SHORT | -4.4% · 5d -4.2% | 62% | 22 | 0.20 | ✓ matches cascade |
| FCX FCX | SHORT | -3.9% · 5d -1.6% | 62% | 39 | 0.20 | ✓ matches cascade |
| AUD AUD | SHORT | -0.9% · 5d -0.1% | 61% | 38 | 0.19 | ✓ matches cascade |
| TRY TRY | SHORT | -0.4% · 5d +0.8% ↺ fades | 62% | 38 | 0.18 | ✓ matches cascade |
| XLF XLF | SHORT | -0.4% · 5d -0.8% | 59% | 39 | 0.16 | ✓ matches cascade |
| KRW KRW | SHORT | -1.1% · 5d -0.1% | 58% | 38 | 0.15 | ✓ matches cascade |
| 10y yield DGS10 | LONG | +2bp · 5d +4bp | 59% | 39 | 0.15 | · |