🛢 Energy & Commodities risk-off · 1–3 years
A what‑if from the future

What if a major Brazilian tailings-dam failure halts Vale's iron-ore output?

A major Brazilian tailings-dam failure (a Brumadinho/Mariana-style disaster) forces iron-ore output halts and regulatory shutdowns at Vale, tightening seaborne supply and spiking prices, a supply-disruption scenario.

11%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 11% · 90% range 4–19% · 40 analogues · measured class growth 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — growth ≈1.8868/yr → 100% in 3 yr100%
Analyst prior · editorial share 9% of the class9%
Pooled · weight 87%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published11%

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.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. A major Brazilian tailings-dam failure (a Brumadinho/Mariana-style disaster) forces iron-ore output halts and regulatory shutdowns at Vale, tightening seaborne supply and spiking prices, a supply-disruption scenario. The trigger decomposes into signed root‑shocks — EM currencies ▼ · Credit spreads ▲ · Geopolitical risk ▲ · Industrial demand ▲ — 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.

MarketClassProjected move
1Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +2.6%
hist -1.5–+8.38% · other way -9.52% (n=10)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.9%
hist -0.65–+0.19% · other way +2.43% (n=10)
3S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -0.97–+0.09% · other way -0.18% (n=12)
4Tech sector XLK 📈 chartEquity▼ -0.6%
hist -0.46–+0.49% · other way +2.53% (n=10)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.11–+2.34% · other way +19.86% (n=10)
6High-yield credit HYG 📈 chartRate▼ -0.4%
hist -0.98–+0.09% · other way +1.76% (n=8)
7Freeport (copper) FCX 📈 chartEquity▲ +0.3%
hist -4.47–+1.32% · other way +9.52% (n=10)
8Turkish lira TRY 📈 chartFX▼ -0.3%
hist -0.51–+0.03% · other way +0.01% (n=9)
9Financials XLF 📈 chartEquity▼ -0.3%
hist -0.92–+0.18% · other way -1.89% (n=10)
10Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.3%
hist -0.08–+0.59% · other way +1.76% (n=10)
11Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -5.15–+1.54% · other way +14.02% (n=4)
12Indian rupee INR 📈 chartFX▼ -0.3%
hist -0.58–+0.12% · other way +0.22% (n=9)
13JPMorgan JPM 📈 chartEquity▼ -0.2%
hist -0.25–-0.03% · other way -1.09% (n=10)
14Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.56–+1.04% · other way +1.55% (n=10)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small gold hedge.
Also moves (not yet on Hyperliquid): Tech sector -0.6% · High-yield credit -0.4% · Freeport (copper) +0.3% · Turkish lira -0.3% · Financials -0.3% · Indian rupee -0.3%

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.

Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Egyptian revolution / Mubarak uprising 2011-01 Soviet August coup attempt against Gorbachev 1991-08 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Tin hits nominal record on LME above $48,000/t 2022-03 Burkina Faso coup d'etat 2022-01 Kaisa Group offshore default 2021-12 Mali coup d'etat 2020-08 Gold closes above $2,000/oz for the first time 2020-08 Saudi-Russia oil price war 2020-03 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Bitcoin Cash hash war capitulation 2018-11 OPEC abandons output defense, opting for market share vs US shale 2014-11 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Greece first EU/IMF bailout 2010-05 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 Northern Rock bank run 2007-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XCU XCUSHORT-3.2% · 5d -1.6%72%37 0.38⚠ differs
High-yield credit HYGSHORT-0.7% · 5d -0.2%67%37 0.27✓ matches cascade
FCX FCXSHORT-4.1% · 5d -2.8%65%37 0.26⚠ differs
Volatility VIXLONG+6.5% · 5d +3.1%62%38 0.22✓ matches cascade
COIN COINLONG+5.3% · 5d +2.9%63%13 0.21⚠ differs
AVGO AVGOLONG+3.5% · 5d -0.9% ↺ fades61%33 0.21⚠ differs
Bitcoin BTCSHORT-4.6% · 5d -3.2%62%22 0.20✓ matches cascade
XLK XLKLONG+0.7% · 5d -0.4% ↺ fades60%37 0.16⚠ differs
XLF XLFSHORT-0.7% · 5d -0.9%59%37 0.16✓ matches cascade
SMH SMHLONG+1.1% · 5d -0.6% ↺ fades59%37 0.14⚠ differs
MSTR MSTRLONG+2.4% · 5d -2.7% ↺ fades59%37 0.13⚠ differs
US dollar DXYLONG+0.4% · 5d +0.1%57%40 0.13·
JPM JPMSHORT-0.1% · 5d -1.0%57%38 0.12✓ matches cascade
TRY TRYSHORT-0.3% · 5d +0.9% ↺ fades58%37 0.11✓ matches cascade

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.