📈 Markets & Finance risk-off · 3–10 years
A what‑if from the future

What if carbon pricing and CBAM compress cement-maker margins in a hard-to-abate sector?

Carbon pricing and CBAM compress cement-maker margins in a hard-to-abate sector, lifting downgrades and stressing the credit of carbon-heavy building-materials firms.

8%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 8% · 90% range 1–14% · 40 analogues · measured class trade_war 100% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — trade_war ≈1.3449/yr → 100% in 10 yr100%
Analyst prior · editorial share 6% of the class6%
Pooled · weight 87%8%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)8%
Published8%

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.

loading the timeline…

What it would mean

If this plays out, it is a risk-off shock. Carbon pricing and CBAM compress cement-maker margins in a hard-to-abate sector, lifting downgrades and stressing the credit of carbon-heavy building-materials firms. The trigger decomposes into signed root‑shocks — Climate/crop supply ▲ · Credit spreads ▲ · Industrial demand ▼ · 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.

MarketClassProjected move
1Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.7%
hist -0.57–+0.7% · other way +1.55% (n=10)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.7%
hist -0.45–+0.02% · other way +2.43% (n=10)
3Wheat WHEATon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.05–+0.92% · other way -1.98% (n=10)
4Corn CORNon Hyperliquid 📈 chartCommodity▲ +0.6%
hist -0.83–+0.68% · other way +0.48% (n=10)
5TSMC TSMon Hyperliquid 📈 chartEquity▼ -0.5%
hist -0.91–+0.11% · other way +2.62% (n=10)
6Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -1.29–+2.3% · other way +7.6% (n=10)
7Freeport (copper) FCX 📈 chartEquity▼ -0.4%
hist -4.26–+0.77% · other way +9.52% (n=10)
8Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.43–+0.28% · other way -5.48% (n=4)
9AMD AMDon Hyperliquid 📈 chartEquity▼ -0.4%
hist -1.5–+2.38% · other way +6.12% (n=10)
10Broadcom AVGOon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.96–+1.81% · other way +1.74% (n=6)
11Micron MUon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.34–+0.06% · other way +4.21% (n=10)
12Marvell MRVLon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.82–+1.05% · other way +9.02% (n=10)
13Tech sector XLK 📈 chartEquity▼ -0.4%
hist -0.39–+0.3% · other way +2.53% (n=10)
14ASML ASMLon Hyperliquid 📈 chartEquity▼ -0.4%
hist -1.92–+0.68% · other way -0.74% (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 cash hedge.
Also moves (not yet on Hyperliquid): Freeport (copper) -0.4% · Tech sector -0.4% · High-yield credit -0.3% · Financials -0.2% · Chinese yuan -0.2% · JPMorgan -0.2%

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 Chernobyl disaster 1986-04 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Trump's 50% copper tariff sends Comex copper to a record 2025-07 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 India slashes gold import duty from 15% to 6% in 2024 budget 2024-07 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Kaisa Group offshore default 2021-12 Gold closes above $2,000/oz for the first time 2020-08 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 IPBES warns ~1 million species face extinction 2019-05 China retaliates: $50B tariff list incl. soybeans 2018-04 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Mexican peso crash on Trump 2016 win 2016-11 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 Egyptian revolution / Mubarak uprising 2011-01 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 2008 global rice / food price crisis peak 2008-04 2008 global rice crisis: Thai benchmark tops $1,000/ton 2008-04 Northern Rock bank run 2007-09 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
XCU XCUSHORT-3.6% · 5d -1.2%74%38 0.44✓ matches cascade
FCX FCXSHORT-3.5% · 5d -1.3%69%38 0.33✓ matches cascade
JPM JPMSHORT-0.2% · 5d -0.9%62%40 0.20✓ matches cascade
SMH SMHLONG+1.0% · 5d -1.1% ↺ fades60%38 0.17⚠ differs
XLF XLFSHORT-0.4% · 5d -0.7%60%38 0.17✓ matches cascade
High-yield credit HYGSHORT-0.3% · 5d -0.1%60%36 0.16✓ matches cascade
MSTR MSTRSHORT-3.5% · 5d -2.5%60%38 0.15✓ matches cascade
BABA BABALONG+0.5% · 5d -3.4% ↺ fades57%17 0.13⚠ differs
QCOM QCOMSHORT-2.3% · 5d -3.0%59%39 0.13✓ matches cascade
Bitcoin BTCSHORT-0.3% · 5d -1.3%57%17 0.13✓ matches cascade
US dollar DXYLONG+0.7% · 5d +0.2%57%40 0.13·
AVGO AVGOLONG+1.9% · 5d -1.7% ↺ fades56%28 0.12⚠ differs
INTC INTCSHORT-1.4% · 5d -2.0%56%40 0.11✓ matches cascade
NDX NDXLONG+0.3% · 5d -1.1% ↺ fades55%40 0.08⚠ differs

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.