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

What if TSMC Arizona 2nm yields hit parity, anchoring US supply?

Arizona 2nm yields reach Taiwan parity ahead of schedule, anchoring a domestic leading-edge base, de-risking the AI supply chain and supporting US fab and chip equities.

33%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 33% · 90% range 13–52% · 40 analogues · measured class tech_ai_bull 57% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — tech_ai_bull ≈0.2842/yr → 57% in 3 yr57%
Analyst prior · editorial share 59% of the class34%
Pooled · weight 87%34%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)34%
Published33%

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-on shock. Arizona 2nm yields reach Taiwan parity ahead of schedule, anchoring a domestic leading-edge base, de-risking the AI supply chain and supporting US fab and chip equities. The trigger decomposes into signed root‑shocks — AI capex ▲ · 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
1Nvidia NVDAon Hyperliquid 📈 chartEquity▲ +1.2%
hist -0.68–+3.01% · other way -2.59% (n=12)
2TSMC TSMon Hyperliquid 📈 chartEquity▲ +1.0%
hist -0.26–+1.99% · other way -0.68% (n=12)
3Broadcom AVGOon Hyperliquid 📈 chartEquity▲ +0.8%
hist -0.13–+1.41% · other way +2.12% (n=12)
4Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.8%
hist -0.09–+1.26% · other way +0.31% (n=12)
5Micron MUon Hyperliquid 📈 chartEquity▲ +0.8%
hist -1.04–+0.91% · other way -1.83% (n=12)
6Solana SOLon Hyperliquid 📈 chartCrypto▲ +0.7%
hist -0.19–+1.29% · other way -10.4% (n=11)
7MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.7%
hist -7.19–+20.79% · other way +8.04% (n=12)
8ASML ASMLon Hyperliquid 📈 chartEquity▲ +0.6%
hist -1.72–+0.73% · other way -2.49% (n=12)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.6%
model prior · unmeasured
10AMD AMDon Hyperliquid 📈 chartEquity▲ +0.6%
hist -2.49–+0.72% · other way +2.42% (n=12)
11Marvell MRVLon Hyperliquid 📈 chartEquity▲ +0.6%
hist +0.03–+0.69% · other way +1.31% (n=12)
12Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.5%
hist -0.68–+2.37% · other way -10.05% (n=12)
13Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.4%
hist +0.15–+0.28% · other way -0.23% (n=12)
14Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -1.69–+3.86% · other way -6.01% (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: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): Tech sector +0.3% · High-yield credit +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.

Neuralink implants its first human brain-computer interface 2024-01 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 ChatGPT launches 2022-11 AlphaFold cracks the protein-folding problem 2020-11 AlphaGo defeats Lee Sedol 2016-03 India RBI growth-pivot rate cut 2025-12 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Nasdaq Composite first close above 20000 2024-12 Marvell's Q3 FY2025 AI-silicon results drive a record surge 2024-12 S&P 500 first close above 6000 2024-11 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 TSMC's Q3 2024 blowout lifts shares on surging AI demand 2024-10 Nvidia slips despite a Q2 FY2025 earnings beat 2024-08 Nikkei 225 record single-day rebound 2024-08 Megacap AI-capex doubt selloff 2024-07 Nvidia becomes world's most valuable company 2024-06 Alphabet announces its first-ever dividend 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Nikkei 225 surpasses its 1989 bubble peak 2024-02 S&P 500 first close above 5000 2024-02 ARM's first earnings as a public company spark a huge rally 2024-02 Nifty 50 first crosses 20000 2023-09 LK-99 room-temperature superconductor claim 2023-07 Nifty 50 first crosses 19000 2023-06 Strong May 2023 jobs report jolts yields higher 2023-06 TSMC cuts 2023 capex on chip-demand downturn 2023-01 European TTF gas hits all-time record high 2022-08 CHIPS and Science Act signed 2022-07 Bank of England's first post-pandemic rate hike 2021-12 Nasdaq Composite first close above 15000 2021-08 Wegovy 2021-06 S&P 500 first close above 4000 2021-04 KOSPI first close above 3000 2021-01 First mRNA COVID-19 vaccine authorized 2020-12 US 2020 election 'divided government' relief rally 2020-11 Nasdaq Composite first close above 10000 2020-06 Tesla posts surprise Q3 profit, shares soar 2019-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SPX SPXLONG+1.1% · 5d +0.6%72%40 0.37✓ matches cascade
INTC INTCSHORT-2.9% · 5d -2.2%67%40 0.32⚠ differs
QCOM QCOMSHORT-2.4% · 5d -1.9%72%40 0.31⚠ differs
AMD AMDSHORT-2.3% · 5d -2.3%70%40 0.29⚠ differs
XLK XLKSHORT-0.0% · 5d -0.4%65%40 0.24⚠ differs
High-yield credit HYGSHORT-0.5% · 5d -0.1%67%40 0.24⚠ differs
10y yield DGS10LONG+9bp · 5d +0bp65%40 0.23·
ASML ASMLSHORT-1.8% · 5d -1.8%65%40 0.22⚠ differs
MSTR MSTRLONG+19.0% · 5d +1.4%59%40 0.17✓ matches cascade
US dollar DXYSHORT-0.2% · 5d -0.1%61%40 0.17·
AVGO AVGOLONG+0.9% · 5d -1.1% ↺ fades57%40 0.12✓ matches cascade
TSM TSMLONG+1.4% · 5d -1.1% ↺ fades57%40 0.11✓ matches cascade
ETH ETHLONG+2.0% · 5d -2.6% ↺ fades57%39 0.11✓ matches cascade
MU MUSHORT-1.4% · 5d -2.2%54%40 0.07⚠ 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.