What if India squanders its dividend as jobs lag the youth bulge?
India's workforce grows faster than formal jobs, leaving tens of millions of young people underemployed; the dividend curdles into youth unrest, weighing on the rupee and risk sentiment.
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 3–10 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. India's workforce grows faster than formal jobs, leaving tens of millions of young people underemployed; the dividend curdles into youth unrest, weighing on the rupee and risk sentiment. The trigger decomposes into signed root‑shocks — EM currencies ▼ · Geopolitical risk ▲ · Recession signal ▲ · Risk appetite ▼ — 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 | ▲ +2.8% hist -0.45–+5.51% · other way +3.23% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -1.2% hist -0.75–-0.32% · other way -0.37% (n=12) |
| 3 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.9% hist -2.14–+4.77% · other way +26.92% (n=12) |
| 4 | Tech sector XLK 📈 chart | Equity | ▼ -0.8% hist -0.52–+0.24% · other way -0.34% (n=12) |
| 5 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.7% hist -1.49–+0.22% · other way +0.89% (n=12) |
| 6 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.7% hist -0.72–-0.11% · other way +0.57% (n=12) |
| 7 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.6% model prior · unmeasured |
| 8 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.6% hist -8.77–+1.3% · other way +5.13% (n=12) |
| 9 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▼ -0.5% hist -4.57–+1.41% · other way +5.17% (n=12) |
| 10 | Semiconductors SMHon Hyperliquid 📈 chart | Equity | ▼ -0.5% hist -0.53–+0.9% · other way +2.23% (n=12) |
| 11 | Turkish lira TRY 📈 chart | FX | ▼ -0.4% hist -1.09–+0.12% · other way -0.62% (n=12) |
| 12 | Financials XLF 📈 chart | Equity | ▼ -0.4% hist -0.24–-0.1% · other way +0.41% (n=12) |
| 13 | High-yield credit HYG 📈 chart | Rate | ▼ -0.4% hist -0.62–+0.02% · other way -0.32% (n=12) |
| 14 | Indian rupee INR 📈 chart | FX | ▼ -0.4% hist -0.5–+-0.0% · other way -0.1% (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 |
|---|---|---|---|---|---|---|
| ETH ETH | SHORT | -7.1% · 5d -6.0% | 73% | 22 | 0.34 | ✓ matches cascade |
| AVGO AVGO | LONG | +4.3% · 5d -0.3% ↺ fades | 65% | 28 | 0.29 | ⚠ differs |
| Volatility VIX | LONG | +3.8% · 5d +4.2% | 63% | 31 | 0.24 | ✓ matches cascade |
| TRY TRY | SHORT | -0.8% · 5d +1.2% ↺ fades | 68% | 28 | 0.24 | ✓ matches cascade |
| COIN COIN | LONG | +8.6% · 5d +2.1% | 62% | 19 | 0.24 | ⚠ differs |
| AMD AMD | SHORT | -0.8% · 5d -0.6% | 65% | 34 | 0.23 | ✓ matches cascade |
| CNY CNY | SHORT | -0.4% · 5d -0.1% | 62% | 29 | 0.23 | ✓ matches cascade |
| INR INR | SHORT | -0.3% · 5d +0.1% ↺ fades | 62% | 28 | 0.20 | ✓ matches cascade |
| SMH SMH | LONG | +1.1% · 5d -0.4% ↺ fades | 62% | 29 | 0.19 | ⚠ differs |
| High-yield credit HYG | SHORT | -0.4% · 5d -0.2% | 62% | 28 | 0.19 | ✓ matches cascade |
| Gold XAU | LONG | +1.3% · 5d -0.3% ↺ fades | 62% | 29 | 0.19 | ✓ matches cascade |
| NDX NDX | SHORT | -0.1% · 5d -1.0% | 62% | 33 | 0.18 | ✓ matches cascade |
| MSTR MSTR | LONG | +4.8% · 5d -2.1% ↺ fades | 60% | 29 | 0.16 | ⚠ differs |
| MU MU | SHORT | -3.1% · 5d -2.4% | 60% | 33 | 0.16 | ✓ matches cascade |