🌍 Society & Frontier risk-off · 3–10 years
A what‑if from the future

What if Global working-age share peaks, trimming world potential growth?

The worldwide ratio of working-age to total population rolls over for the first time in modern history, shaving global potential growth and reframing the long-run return environment.

37%
our model probability
over 3–10 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 37% · 90% range 26–49% · 40 analogues · measured class growth 100% in 10 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — growth ≈1.8868/yr → 100% in 10 yr100%
Analyst prior · editorial share 40% of the class40%
Pooled · weight 87%38%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)38%
Published37%

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. The worldwide ratio of working-age to total population rolls over for the first time in modern history, shaving global potential growth and reframing the long-run return environment. The trigger decomposes into signed root‑shocks — Global growth ▼ · Industrial demand ▼ · Recession signal ▲ · 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.

MarketClassProjected move
1Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -4.5–+0.77% · other way -3.1% (n=10)
2MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.58–+0.33% · other way +28.15% (n=11)
3Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
4Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -6.1–+1.38% · other way +4.57% (n=10)
5Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -0.3–-0.08% · other way -0.44% (n=11)
6Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.4%
hist -1.24–+3.57% · other way +1.77% (n=11)
7Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -0.42–+0.35% · other way +6.08% (n=10)
8Financials XLF 📈 chartEquity▼ -0.2%
hist -0.32–+-0.0% · other way +0.05% (n=11)
9Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.2%
hist -0.32–+0.48% · other way +3.09% (n=11)
10High-yield credit HYG 📈 chartRate▼ -0.2%
hist -0.44–+0.53% · other way -0.57% (n=11)
11Freeport (copper) FCX 📈 chartEquity▼ -0.2%
hist -1.34–+0.34% · other way +1.24% (n=11)
12S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.23–+0.32% · other way +0.08% (n=12)
13Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.97–+0.62% · other way +23.11% (n=10)
14Tech sector XLK 📈 chartEquity▼ -0.2%
hist -0.3–+0.4% · other way -0.38% (n=11)

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): Financials -0.2% · High-yield credit -0.2% · Freeport (copper) -0.2% · Tech sector -0.2% · Turkish lira -0.2% · Indian rupee -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 $4,000 and silver spikes past $50 in historic squeeze 2025-10 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Gold closes above $2,000/oz for the first time 2020-08 WTI crude futures settle negative as demand collapses 2020-04 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 August 24, 2015 ETF flash crash 2015-08 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Greece first EU/IMF bailout 2010-05 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 Three Mile Island partial meltdown 1979-03 1979 Iranian Revolution oil shock 1979-01 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 Israel strikes Iran — Operation Rising Lion 2025-06 Anglo American demerges Valterra Platinum 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 DRC suspends cobalt exports 2025-02 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 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 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Nikkei 225 record single-day rebound 2024-08 Nikkei 225 worst single-day crash since 1987 2024-08 KOSPI biggest-ever point loss triggers circuit breaker 2024-08 VIX third-highest spike on record 2024-08 Weak July 2024 jobs report triggers Sahm-rule growth scare 2024-08 Intel's Q2 earnings trigger its worst single-day crash since 1974 2024-08 Megacap AI-capex doubt selloff 2024-07
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Gold XAULONG+1.5% · 5d +0.3%70%33 0.36·
SOL SOLSHORT-3.6% · 5d -6.5%70%25 0.28✓ matches cascade
ETH ETHSHORT-5.2% · 5d -6.0%67%25 0.26✓ matches cascade
FCX FCXSHORT-1.1% · 5d +0.3% ↺ fades61%33 0.19✓ matches cascade
US dollar DXYSHORT-0.3% · 5d +0.1% ↺ fades60%40 0.19·
TRY TRYSHORT-0.7% · 5d +0.8% ↺ fades64%33 0.18✓ matches cascade
SPX SPXLONG+0.4% · 5d +0.1%59%40 0.15⚠ differs
COIN COINSHORT-1.7% · 5d -1.5%58%23 0.15✓ matches cascade
10y yield DGS10SHORT-3bp · 5d +1bp ↺ fades57%40 0.13·
Volatility VIXLONG+3.2% · 5d +0.3%57%34 0.11✓ matches cascade
SMH SMHLONG+0.6% · 5d -0.3% ↺ fades57%33 0.11⚠ differs
XLK XLKLONG+0.5% · 5d -0.7% ↺ fades55%33 0.07⚠ differs
MSTR MSTRLONG+0.6% · 5d -4.0% ↺ fades52%33 0.04⚠ differs
XLF XLFSHORT-0.2% · 5d -0.2%52%33 0.04✓ 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.