🧠 Technology & AI risk-off · 1–3 years
A what‑if from the future

What if a renewed crackdown forces China's tech platforms to deleverage and cut jobs?

A renewed regulatory crackdown plus weak demand forces China's big tech platforms (Alibaba, Tencent, JD) into deleveraging and layoffs, dragging the new-economy growth engine and consumer sentiment.

12%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 12% · 90% range 0–25% · 31 analogues · measured class supply_chain 46% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — supply_chain ≈0.2052/yr → 46% in 3 yr46%
Analyst prior · editorial share 22% of the class10%
Pooled · weight 84%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published12%

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 renewed regulatory crackdown plus weak demand forces China's big tech platforms (Alibaba, Tencent, JD) into deleveraging and layoffs, dragging the new-economy growth engine and consumer sentiment. The trigger decomposes into signed root‑shocks — China growth ▼ · Consumer spending ▼ · Risk appetite ▼ · 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▼ -0.5%
hist -0.82–+0.06% · other way +1.45% (n=12)
2Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -14.23–+2.45% · other way -17.18% (n=11)
3Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.5%
hist -6.23–+0.76% · other way +3.5% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.4%
hist -0.72–+0.07% · other way +1.12% (n=12)
5Freeport (copper) FCX 📈 chartEquity▼ -0.5%
hist -1.33–+0.3% · other way +1.19% (n=12)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
7Copper XCUon Hyperliquid 📈 chartCommodity▼ -0.4%
hist -0.4–+0.24% · other way +2.15% (n=12)
8MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.01–+4.22% · other way +7.47% (n=12)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -9.85–+2.31% · other way -0.23% (n=11)
10China internet KWEBon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.04–+0.55% · other way -0.57% (n=12)
11Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.3%
hist -1.48–+0.19% · other way -0.15% (n=12)
12ASML ASMLon Hyperliquid 📈 chartEquity▼ -0.3%
hist -1.71–+0.66% · other way -1.92% (n=12)
13Alibaba BABAon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.62–+0.06% · other way -1.5% (n=12)
14Aussie dollar AUD 📈 chartFX▼ -0.3%
hist -0.23–+0.04% · other way -0.05% (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 cash hedge.
Also moves (not yet on Hyperliquid): Freeport (copper) -0.5% · Aussie dollar -0.3% · Tech sector -0.2% · Chinese yuan -0.2%

Historical precedent — what analogous events actually did

Across 31 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.

ASML bookings-miss crash 2024-10 Didi removed from China app stores after NYSE IPO 2021-07 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 China imposes gallium and germanium export controls 2023-07 Alibaba announces historic split into six business units 2023-03 Offshore yuan hits a record low 2022-11 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Netflix subscriber-loss crash 2022-04 Alibaba upsizes buyback to record $25 billion 2022-03 Meta 2022-02 Kaisa Group offshore default 2021-12 Evergrande debt crisis - global selloff 2021-09 Bitcoin May 2021 crash 2021-05 Ant Group's record $34.5B IPO suspended 2020-11 Jack Ma's Bund Summit speech attacking China financial regulators 2020-10 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Huawei added to Entity List + ICT executive order 2019-05 Apple cuts revenue guidance on China weakness 2019-01 Nvidia crypto-glut guidance crash 2018-11 China stock-market circuit-breaker fiasco 2016-01 August 24, 2015 ETF flash crash 2015-08 Shanghai A-share bubble peak / crash begins 2015-06 China curbs rare-earth exports to Japan 2010-09 October 27, 1997 mini-crash 1997-10 Asian financial crisis - Thai baht float 1997-07 Tiananmen Square crackdown 1989-06 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
NVDA NVDASHORT-5.0% · 5d -3.4%75%27 0.37✓ matches cascade
SOL SOLSHORT-11.8% · 5d -12.2%75%19 0.36✓ matches cascade
NDX NDXSHORT-1.1% · 5d -1.6%70%31 0.32✓ matches cascade
ETH ETHSHORT-8.5% · 5d -7.5%67%23 0.28✓ matches cascade
Volatility VIXSHORT-2.5% · 5d +1.1% ↺ fades65%29 0.24⚠ differs
COIN COINSHORT-2.2% · 5d -1.2%64%17 0.24✓ matches cascade
MU MUSHORT-4.2% · 5d -4.8%62%31 0.20✓ matches cascade
Gold XAULONG+0.7% · 5d -0.1% ↺ fades62%27 0.20·
KWEB KWEBSHORT-1.7% · 5d -2.1%59%26 0.18✓ matches cascade
Bitcoin BTCSHORT-4.7% · 5d -3.7%61%26 0.18✓ matches cascade
BABA BABASHORT-0.4% · 5d -2.2%59%26 0.17✓ matches cascade
XLK XLKSHORT-0.4% · 5d -0.7%59%27 0.14✓ matches cascade
QCOM QCOMSHORT-3.5% · 5d -3.1%58%29 0.14✓ matches cascade
AMD AMDSHORT-4.0% · 5d -2.5%58%31 0.12✓ 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.