🛢 Energy & Commodities mixed · 0–6 months
A what‑if from the future

What if twin supertyphoons flood Taiwan's and Japan's chip fabs?

The actionable chain is semis: typhoon flooding of Taiwan/Japan fabs and ports is a precision supply shock to TSMC and the fabless chain (Nvidia, AMD), plus auto MCUs out of Japan. Rhymes with the 2021 Renesas Naka fab fire/Thai floods that throttled auto-chip supply for quarters. The grain leg is incidental; the real transmission is downstream electronics/auto OEMs globally that single-source advanced nodes from Taiwan.

9%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 9% · 90% range 0–20% · 40 analogues · measured class supply_chain 10% in 6 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — supply_chain ≈0.2052/yr → 10% in 6 mo10%
Analyst prior · editorial share 100% of the class22%
Pooled · weight 87%9%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)9%
Published9%

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 0–6 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.

loading the timeline…

What it would mean

If this plays out, it is a mixed shock. Back-to-back supertyphoons flood Taiwan and Japan fabs and ports, snarling global electronics and auto supply chains. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Semiconductor supply 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.

MarketClassProjected move
1TSMC TSMon Hyperliquid 📈 chartEquity▼ -1.9%
hist -1.17–-0.59% · other way +1.69% (n=12)
2Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -1.4%
hist -1.19–-0.29% · other way +3.99% (n=12)
3ASML ASMLon Hyperliquid 📈 chartEquity▼ -1.1%
hist -3.42–+0.85% · other way -3.73% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.9%
hist -0.56–-0.24% · other way +0.76% (n=12)
5Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.43–+0.3% · other way +0.3% (n=12)
6AMD AMDon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.57–-0.12% · other way -1.73% (n=12)
7Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.82–-0.03% · other way +3.18% (n=12)
8Micron MUon Hyperliquid 📈 chartEquity▼ -0.7%
hist -2.21–+0.66% · other way -5.2% (n=12)
9Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.7%
hist -1.67–+0.39% · other way +1.6% (n=12)
10Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.51–+0.66% · other way +2.29% (n=12)
11Qualcomm QCOMon Hyperliquid 📈 chartEquity▼ -0.5%
hist -3.47–+1.21% · other way -3.46% (n=12)
12Intel INTCon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.54–+1.02% · other way -1.21% (n=12)
13Natural gas NGon Hyperliquid 📈 chartCommodity▲ +0.1%
hist -2.13–+4.41% · other way -8.03% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.

Why we may diverge from history

Trust the cascade longs on WHEAT and NG: the negative history is gold-squeeze and DeepSeek windows off the grain/gas channel, while typhoon fab-and-port floods drive genuine supply disruption the analogues never captured.

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.

IPBES warns ~1 million species face extinction 2019-05 Chernobyl disaster 1986-04 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Anglo American demerges Valterra Platinum 2025-06 H5N1 bird flu record US egg prices 2025-04 US egg prices hit record on persistent H5N1 2025-03 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 USDA five-pronged plan to combat avian flu and egg prices 2025-02 DRC suspends cobalt exports 2025-02 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Cocoa sets fresh all-time high above $12,000 2024-12 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 ASML bookings-miss crash 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Report of a Blackwell design flaw signals a multi-month delay 2024-08 Megacap AI-capex doubt selloff 2024-07 India slashes gold import duty from 15% to 6% in 2024 budget 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 BHP abandons $49bn takeover bid for Anglo American 2024-05 Comex copper hits record on New York short squeeze 2024-05 Cocoa breaches $10,000/ton on West African crop failure 2024-04 Nikkei 225 surpasses its 1989 bubble peak 2024-02 Brazil orange-fruit prices hit record 2023-11 Panama Supreme Court voids Cobre Panama copper concession 2023-11 Newmont completes $15bn Newcrest takeover to lead global gold 2023-11 ARM debuts on Nasdaq with a 25% first-day pop 2023-09 RTX takes $3B charge on Pratt & Whitney GTF engine flaw 2023-09 Niger coup d'etat 2023-07 India bans non-basmati white rice exports 2023-07 Russia terminates the Black Sea Grain Initiative 2023-07 China imposes gallium and germanium export controls 2023-07 Alibaba announces historic split into six business units 2023-03 PJM grid emergency during Winter Storm Elliott 2022-12 Indonesia announces palm-oil export ban 2022-04
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
WHEAT WHEATSHORT-0.6% · 5d -0.1%68%39 0.32⚠ differs
Gold XAULONG+0.7% · 5d -0.8% ↺ fades60%39 0.17·
10y yield DGS10SHORT-4bp · 5d 0bp60%40 0.16·
AMD AMDSHORT-0.2% · 5d -2.8%60%40 0.15✓ matches cascade
AVGO AVGOSHORT-0.4% · 5d -3.3%57%39 0.13✓ matches cascade
Volatility VIXLONG+0.2% · 5d +0.4%57%39 0.12·
NVDA NVDASHORT-0.4% · 5d -3.7%57%39 0.11✓ matches cascade
SMH SMHLONG+0.1% · 5d -1.7% ↺ fades55%39 0.09⚠ differs
TSM TSMSHORT-0.1% · 5d -2.1%55%39 0.08✓ matches cascade
ASML ASMLSHORT-2.7% · 5d -3.9%55%39 0.08✓ matches cascade
QCOM QCOMSHORT-3.1% · 5d -2.4%55%39 0.08✓ matches cascade
US dollar DXYSHORT-0.1% · 5d +0.1% ↺ fades55%40 0.08·
High-yield credit HYGLONG+0.3% · 5d +0.2%55%39 0.07·
MU MUSHORT-1.8% · 5d -3.3%48%40 0.00✓ matches cascade

Why this probability

Back-to-back supertyphoons hitting both Taiwan AND Japan fabs in 6mo is plausible but specific. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.