🛢 Energy & Commodities risk-off · 3–10 years
A what‑if from the future

What if a room-temperature superconductor is finally verified?

A verified ambient superconductor is a copper-demand structural short: Freeport and the whole miner complex de-rate as grid/transmission copper intensity collapses, while humanoid/robotics and GPU names (TSLA, NVDA) catch a productivity bid. The LK-99 episode (Jul-2023) is the cautionary analogue — a replication frenzy that round-tripped to zero, so fade the first spike unless independent labs confirm. Note the cascade tags global_growth DOWN on cheaper copper, which is backwards: an energy-efficiency breakthrough is growth-positive medium-term; the near-term miner short is the only high-conviction leg.

13%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 13% · 90% range 2–24% · 24 analogues · measured class tech_ai_bull 94% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 94% in 10 yr94%
Analyst prior · editorial share 4% of the class4%
Pooled · weight 80%13%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)13%
Published13%

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. Independent labs confirm an ambient-pressure superconductor, upending power grids, magnets, copper demand and incumbent cable makers. The trigger decomposes into signed root‑shocks — Copper ▼ · Robotics productivity ▲ — 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
1Copper XCUon Hyperliquid 📈 chartCommodity▼ -12.0%
hist -6.2–-3.38% · other way -0.22% (n=12)
2Freeport (copper) FCX 📈 chartEquity▼ -9.6%
hist -5.59–-3.24% · other way +0.57% (n=12)
3Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +0.9%
hist -1.59–+4.41% · other way -3.19% (n=12)
4Turkish lira TRY 📈 chartFX▼ -1.3%
hist -3.46–+0.88% · other way +1.41% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -1.1%
hist -16.24–+0.61% · other way +5.03% (n=12)
6KOSPI 200 KR200on Hyperliquid 📈 chartIndex▼ -1.0%
hist -2.71–+0.14% · other way +0.15% (n=12)
7Indian rupee INR 📈 chartFX▼ -1.1%
hist -0.69–-0.24% · other way -0.04% (n=12)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -1.0%
hist -8.45–+21.48% · other way +11.68% (n=12)
9Nifty 50 NIFTYon Hyperliquid 📈 chartIndex▼ -0.8%
hist -1.29–+0.04% · other way +0.57% (n=12)
10Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.8%
model prior · unmeasured
11Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.6%
hist -0.05–+0.4% · other way -1.07% (n=12)
12Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -2.09–+0.52% · other way +2.67% (n=12)
13Chinese yuan CNY 📈 chartFX▼ -0.6%
hist -0.66–-0.07% · other way -0.25% (n=12)
14Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -1.75–+2.68% · other way +2.39% (n=12)

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): Freeport (copper) -9.6% · Turkish lira -1.3% · Indian rupee -1.1% · Chinese yuan -0.6% · Tech sector +0.4% · High-yield credit -0.2%

Historical precedent — what analogous events actually did

Across 24 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.

Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Marvell's Q3 FY2025 AI-silicon results drive a record surge 2024-12 TSMC's Q3 2024 blowout lifts shares on surging AI demand 2024-10 Strong September 2024 jobs report reprices the Fed path 2024-10 Nvidia slips despite a Q2 FY2025 earnings beat 2024-08 Weak July 2024 jobs report triggers Sahm-rule growth scare 2024-08 Megacap AI-capex doubt selloff 2024-07 Nvidia becomes world's most valuable company 2024-06 Nikkei 225 surpasses its 1989 bubble peak 2024-02 ARM's first earnings as a public company spark a huge rally 2024-02 Blowout January 2024 jobs report lifts yields 2024-02 Neuralink implants its first human brain-computer interface 2024-01 Strong May 2023 jobs report jolts yields higher 2023-06 OpenAI releases GPT-4 2023-03 TSMC cuts 2023 capex on chip-demand downturn 2023-01 ChatGPT launches 2022-11 CHIPS and Science Act signed 2022-07 AlphaFold cracks the protein-folding problem 2020-11 Trump threatens escalating tariffs on Mexico over migration 2019-05 AlphaGo defeats Lee Sedol 2016-03 Fed announces QE3 2012-09 Venezuela PDVSA oil strike / lockout 2002-12 1982 unemployment peaks at 10.8% 1983-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-12.3% · 5d -6.4%85%19 0.51✓ matches cascade
KR200 KR200SHORT-1.9% · 5d -1.1%75%23 0.36✓ matches cascade
Gold XAULONG+1.8% · 5d +0.1%71%23 0.34✓ matches cascade
CNY CNYSHORT-0.3% · 5d -0.1%62%23 0.24✓ matches cascade
XLK XLKSHORT-0.2% · 5d -0.4%67%23 0.24⚠ differs
US dollar DXYSHORT-0.4% · 5d -0.3%64%24 0.23·
High-yield credit HYGSHORT-0.5% · 5d -0.0%65%22 0.22✓ matches cascade
XCU XCUSHORT-0.3% · 5d -0.6%62%23 0.18✓ matches cascade
MSTR MSTRLONG+20.5% · 5d +2.7%58%23 0.16⚠ differs
NIFTY NIFTYSHORT-0.8% · 5d -0.7%61%22 0.16✓ matches cascade
10y yield DGS10LONG+8bp · 5d +0bp60%24 0.16⚠ differs
FCX FCXLONG+0.1% · 5d -0.7% ↺ fades54%23 0.06⚠ differs
NDX NDXSHORT-0.3% · 5d -0.8%54%23 0.06⚠ differs
Volatility VIXLONG+0.4% · 5d -2.4% ↺ fades54%23 0.06✓ matches cascade

Why this probability

Ambient superconductor repeatedly unconfirmed (LK-99 failed); verified result remains rare/novel. 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.