AI Investment Cycle
AI infrastructure spending waves: chipmakers and data-center suppliers rally on capex announcements, then wobble when spending or monetization is questioned.



21 assets- Stocks
- Funds
68 documented scenarios such as rate decisions, oil shocks and banking crises, with dated events and the assets each one named.
AI infrastructure spending waves: chipmakers and data-center suppliers rally on capex announcements, then wobble when spending or monetization is questioned.



21 assetsRisk-off episodes where smaller crypto assets fall much harder than bitcoin: liquidity dries up first at the long tail.



48 assets1997-style emerging-Asia currency collapses: pegs break, capital flees, IMF steps in; contagion tests every emerging market at once.



5 assetsMarket-wide moves on the Australian Securities Exchange that come from inside Australia rather than from a single company: a Reserve Bank of Australia cash rate decision, a budget or political surprise, or a sudden swin…



10 assetsCar tariffs, EV price wars and demand slumps that hit carmakers and their suppliers from Tokyo to Stuttgart and Detroit at the same time.



15 assetsBank failures in the style of Lehman in 2008 or Silicon Valley Bank in 2023: trust between banks dries up, lenders' shares fall together, and money moves to government bonds, gold and sometimes bitcoin.



21 assetsBank of England decisions and UK gilt market shocks: sterling, UK banks, insurers and property names move first when yields jump or inflation surprises.



12 assetsRoughly every four years the reward for securing the Bitcoin network is cut in half, so fewer new coins reach the market: talk of scarcity grows for months before and after, and earlier cycles are compared closely.


3 assetsMarket-wide moves on Borsa Istanbul that come from inside Turkey rather than from a single company: a central bank change, political news, decisions by the market regulator, fund liquidations or index-wide circuit break…



12 assetsMarket-wide moves on Brazil's exchange (B3) that come from inside Brazil rather than from a single company: a Copom decision on the Selic rate by the Central Bank of Brazil, a budget or fiscal-rule surprise, or an elect…



10 assetsMarket-wide moves on the Toronto Stock Exchange that come from inside Canada rather than from a single company: a Bank of Canada rate decision, a federal budget or trade-policy surprise, or a political shock. On those d…



11 assetsChinese growth scares (property crisis, weak data) and the stimulus packages that follow: Chinese equities, industrial metals and exporters swing on both.



45 assets2003-2008-style commodity booms: years of underinvestment meet surging demand; energy, metals and grains rise together for years.



11 assetsA large exchange fails or is hacked, as FTX did in 2022: withdrawals stop, customers cannot reach their coins, and selling spreads to every coin as people ask which platform is next.



52 assetsA government or regulator moves against crypto with bans, lawsuits against exchanges or new licensing rules: trading venues restrict access, smaller coins fall hardest, and the sector waits for the court or the final ru…



52 assets2015 Swiss-franc-style peg removals: a central bank abandons a currency floor overnight and the pair gaps double digits in minutes.



6 assetsLarge-scale cyberattacks, ransomware waves and global IT outages: victim companies drop, cybersecurity vendors catch a fear bid, operational-dependence risk gets repriced.



16 assetsUS debt-ceiling brinkmanship: default is unthinkable yet priced for days; T-bill yields kink, ratings agencies threaten, and relief rallies follow the deal.



4 assetsRearmament cycles and NATO budget pledges that lift defense contractors in Europe, Japan and the US together, and sink them when peace talks or budget cuts arrive.



13 assetsPeriods when the US dollar strengthens broadly: pressure on commodities, emerging-market currencies and non-US earnings.



41 assets2000-style tech bubble unwind: profitless growth stocks fall for years while boring cash-flow businesses hold up far better.



5 assetsEuropean Central Bank meetings that move the euro, eurozone bank margins and rate-sensitive sectors such as utilities and real estate. Cuts and hikes reprice bank lending income first, then everything financed in euros.



19 assetsMajor election run-ups and contested results: policy-sensitive sectors whipsaw, volatility rises into the vote and typically deflates after clarity.



6 assetsSharp depreciation episodes in emerging-market currencies: capital outflows, import inflation and central-bank intervention.



22 assetsGas supply cuts, pipeline disruptions and power shortages: energy prices spike, energy producers rally while energy-importing economies and their currencies suffer.



21 assetsLuxury demand swings driven by Chinese and American shoppers, tourism and currency: LVMH, Hermes, Kering and Richemont results set the tone for the whole sector.



9 assetsPeriods when the Fed cuts rates or signals it will: borrowing gets cheaper, and markets watch how risky assets and bond yields react. An emergency cut in a crisis and a routine cut are different situations.



8 assetsPeriods when the US Federal Reserve raises rates or signals it will: borrowing gets dearer, and markets watch how risky assets and the dollar react.



9 assets2010-style intraday collapses: prices fall violently within minutes on broken market plumbing, then mostly snap back the same day.



4 assetsDrought, crop failure, export bans or a spike in grocery prices: food and household-staple companies face input-cost and pricing-power pressure while shoppers trade down.



24 assetsWar, invasion, or major military conflict periods: gold and dollar strengthen, risky assets fluctuate.



15 assetsA fast-spreading illness shuts down travel and workplaces, as COVID-19 did in 2020: markets fall sharply within weeks, then central bank and government support drives an uneven recovery.



15 assetsRecord-run periods for gold: real yields fall, central banks buy, fear rises, and the oldest safe haven outruns nearly everything.



6 assetsLTCM/Archegos-style leveraged fund collapses: forced liquidations hit seemingly unrelated assets at once as prime brokers pull the plug.



6 assets2007 subprime-style housing busts: home prices and mortgage credit unravel together, hitting banks and consumers long before the index bottoms.



9 assetsPeriods when a handful of mega-cap names drive most of an index move: broad funds become far less diversified than they appear.



5 assetsMarket-wide moves on India's exchanges (NSE and BSE) that come from inside India rather than from a single company: a Reserve Bank of India rate decision, a ruling by the market regulator SEBI, a budget or election surp…



12 assetsPrice data lands clearly away from what was expected, most often above it: people worry about what their money will buy, markets rethink how long interest rates stay high, and bonds, growth shares and gold can all move …



12 assets1990-style asset bubble deflations: a decades-long boom in stocks and land reverses into years of stagnation and falling prices.



10 assetsTokyo Stock Exchange governance reforms, record buybacks and foreign inflows that carried the Nikkei to new highs: trading houses, banks and exporters lead, and a stronger yen is the usual brake.



13 assetsMarket-wide moves on the Korea Exchange (KOSPI and KOSDAQ) that come from inside South Korea rather than from a single company: a Bank of Korea rate decision, a new rule from the financial regulator, a political shock o…



12 assetsRetail-driven short squeezes and social-media frenzies: heavily shorted names go vertical on no fundamentals, then round-trip just as fast.



5 assetsIsrael-Iran-Gaza-style escalations in the Middle East: oil spikes on supply fear, gold catches a safe-haven bid, risk assets wobble.



13 assetsFukushima-style nuclear accidents: energy policy reverses overnight, uranium and utilities reprice, natural gas fills the gap.



4 assetsThreats to Hormuz, Suez or Red Sea shipping lanes: a large share of world oil passes through narrow straits, and closure fears reprice energy instantly.



11 assetsOil suddenly becomes scarce because of an embargo, a war, a pipeline or refinery outage: crude jumps, fuel-heavy businesses such as airlines feel it first, and energy-importing currencies weaken.



9 assetsOPEC+ surprise cuts or floods: a single communiqué moves oil double digits and everything downstream of it, from airlines to inflation expectations.



10 assetsMajor drug-trial readouts and regulator decisions (GLP-1 era): results can re-rate a drugmaker for years in either direction, while competitors and related sectors (food, medtech) reprice.



21 assetsBlackouts, grid failures, surging electricity demand from data centers or contested rate cases: utilities move on supply reliability and regulated pricing news.



27 assetsWhen long-term borrowing costs rise, property feels it first: mortgages get more expensive, buildings are valued lower, and real estate funds that pay steady income lose ground to bonds.



8 assetsYield-curve inversions, weak jobs data and contraction prints: cyclical stocks and small caps sell off while long bonds and gold catch the safety bid.



13 assetsBrexit-style surprise votes: polls said no, the result said yes; the home currency gaps down and global risk wobbles for days.



17 assets1998-style sovereign default in a major commodity exporter: bond markets seize up, leveraged funds blow out, flight to US Treasuries.



5 assets2022 Russia-style sanction waves: reserves frozen, banks cut from SWIFT, commodities reroute; sanctioned-economy assets gap while alternatives get a bid.



13 assetsThe memory and logic chip cycle plus export controls on advanced chips: orders at ASML and Tokyo Electron, memory prices and Nvidia demand move chipmakers on three continents together.



16 assetsArgentina-2001-style defaults: a government stops paying, the currency collapses, and locals flee into dollars and hard assets.



4 assetsDebt-ceiling standoffs, credit-rating downgrades and fiscal blowouts: confidence in government bonds wavers, gold and bitcoin attract the 'debasement' trade.



19 assetsFilings, decisions and money flows around funds that hold the coin itself and trade like a share: an approval opens ordinary brokerage accounts, and prices often move on the expectation before a decision and again when …


3 assetsA coin built to stay at one dollar loses that anchor, as TerraUSD did in 2022: holders rush for the exit, lending platforms freeze and the panic spreads to the rest of crypto.



5 assetsPort blockages, shipping-route crises and component shortages: manufacturers with global chains suffer margin hits while freight and substitute suppliers benefit.



17 assetsSwiss National Bank moves and safe-haven flows into the franc: a stronger franc squeezes Swiss exporters and banks while insurers and consumer staples hold up better.



10 assets2013-style liquidity-withdrawal scares: the central bank hints at ending stimulus, bond yields jump, and emerging markets take the hardest hit.



5 assetsBig-tech earnings weeks: results and guidance from the largest companies move the whole index, not just their own price.



15 assetsSpectrum auctions, streaming-war swings, telecom consolidation or a major content-rights shift: communication companies get re-rated on subscriber and pricing news.



22 assets9/11-style terror shocks: markets sell off sharply on impact, airlines and insurers suffer most, and historically much of the drop was retraced within months.



5 assetsTariff announcements, export controls and trade retaliation: supply-chain-exposed stocks, chip firms and exporter currencies reprice fast.



24 assets2018 Volmageddon-style VIX explosions: short-volatility trades unwind violently and drag the whole index down with them.



4 assetsBoJ policy shifts and yen interventions triggering violent carry-trade unwinds: the yen surges and global risk assets funded in yen get sold hard.



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