What if Ag-worker legalization stabilizes US food supply chains (good)?
A legalization pathway for experienced farmworkers stabilizes the agricultural labor force and harvest reliability; steadier supply moderates food-price volatility and supports rural economies.
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 mixed shock. A legalization pathway for experienced farmworkers stabilizes the agricultural labor force and harvest reliability; steadier supply moderates food-price volatility and supports rural economies. The trigger decomposes into signed root‑shocks — Food inflation ▼ · Inflation expectations ▼ · Labor surplus ▲ · 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 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▲ +0.5% hist -3.46–+1.65% · other way -4.38% (n=12) |
| 2 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▲ +0.4% model prior · unmeasured |
| 3 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▲ +0.3% hist -1.0–+2.4% · other way -4.93% (n=12) |
| 4 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -5.85–+15.33% · other way +7.69% (n=12) |
| 5 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▲ +0.3% hist -0.63–+0.44% · other way -0.31% (n=12) |
| 6 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▼ -0.2% hist -0.57–+0.12% · other way +5.51% (n=12) |
| 7 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▲ +0.2% hist -1.12–+2.84% · other way +0.44% (n=12) |
| 8 | Tech sector XLK 📈 chart | Equity | ▲ +0.2% hist -0.87–+0.27% · other way -0.17% (n=12) |
| 9 | 30y Treasury yield DGS30 📈 chart | Rate | ▼ -1bp hist -4.58–+11.77% · other way +6.6% (n=12) |
| 10 | 10y Treasury yield DGS10 📈 chart | Rate | ▼ -1bp hist -5.21–+17.77% · other way +5.0% (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 |
|---|---|---|---|---|---|---|
| XLK XLK | SHORT | -0.8% · 5d -0.8% | 68% | 39 | 0.28 | ⚠ differs |
| 10y yield DGS10 | LONG | +16bp · 5d +8bp | 65% | 40 | 0.27 | ⚠ differs |
| 30y yield DGS30 | LONG | +11bp · 5d +5bp | 61% | 40 | 0.19 | ⚠ differs |
| High-yield credit HYG | SHORT | -0.1% · 5d -0.1% | 61% | 39 | 0.16 | · |
| MSTR MSTR | LONG | +14.3% · 5d -1.6% ↺ fades | 57% | 39 | 0.13 | ✓ matches cascade |
| SOL SOL | SHORT | -3.5% · 5d -8.1% | 57% | 38 | 0.10 | ⚠ differs |
| Volatility VIX | SHORT | -0.4% · 5d -3.6% | 55% | 39 | 0.07 | ✓ matches cascade |
| Bitcoin BTC | LONG | +2.6% · 5d -3.0% ↺ fades | 55% | 38 | 0.07 | ✓ matches cascade |
| NDX NDX | SHORT | -0.8% · 5d -0.9% | 55% | 39 | 0.06 | ⚠ differs |
| ETH ETH | LONG | +2.2% · 5d -3.4% ↺ fades | 48% | 38 | 0.00 | ✓ matches cascade |
| Gold XAU | SHORT | -0.3% · 5d -0.9% | 50% | 39 | 0.00 | · |
| US dollar DXY | LONG | +0.2% · 5d +0.1% | 46% | 40 | 0.00 | · |