SupercycleWalker America

Cyclical Convergence Theory · October 2026

Three times in 300 years the clocks of history have struck together. 1776. 1914. Now.

Dozens of recurring cycles in debt, technology, generations, elites and world order normally turn out of step. Laid on one timeline and tested against chance, they line up only rarely. The first two alignments remade the world order. The third has begun.

Share of 12 long-run cycle frameworks with a turning point in each 30-year window, by window midpoint. Shaded: 95% range if the cycles were randomly out of phase (3,000 simulations). For windows reaching past 2026 the solid line includes turns the frameworks project; the dashed line counts only turns that have happened.
21 of 23dated cycle frameworks place their next turning point between 2020 and 2045
93U.S. Convergence Index in 2026, highest since the series begins in 1900 (1919 peak: 69)
52world stress index in 2025, level with its 1941 peak of 53
1 in 1,250chance that all three eras run this hot on data no cycle theorist chose (blind test)

Where we are

It looks like 1791

Measured at the same stage, 18¾ years in, the present matches 1791: 4 of 12 long-run cycles have turned and 4 more are due by 2045. In 1791 the French Revolution was two years old and the Napoleonic Wars hadn't started.

The hardest years are probably ahead, most likely somewhere between 2028 and 2034.

What the theory is not

  • Not a prediction that collapse arrives in a given year.
  • Not a claim that cycles are laws of nature. They are lenses; their agreement is the evidence.
  • Not clockwork. A blind test shows the cycles can't be forecast from their average periods; they cluster, they don't keep time.
  • Not astrology. Esoteric cycles appear only as labelled cultural resonance, never as evidence.
  • Not "Bitcoin fixes everything."

Timeline · 1560–2050

Every clock on one timeline

Each row is one cycle framework, drawn from its author's own chronology. The shaded columns are the three great convergences. Move the year to see how many clocks were in step at any moment, and select a row name for its source, its strongest criticism and what would falsify it.

Range
Rows
Evidence class
Expansion or high Late stage, rising stress Crisis or transition Neutral Turning point Projected by the framework Great convergence
2026

In 2026

    Dial: each hand is one of the 12 long-run clocks, pointing straight up at a turning point and straight down mid-cycle. The arrow is their average; the longer it is, the more the clocks are in step. Method: Interference brief.

    Phase dates follow each author's chronology and are approximate. Shapes after October 2026 are the frameworks' own projections and are drawn faded. Resonance rows (astrology) are shown only as cultural context and are never counted. The 30-year window test behind the long-run rows is in Essay 2; the hard-data indices are in Essay 3 and the blind-test brief.

    Long-run turning points as a table

    The evidence

    Six findings, each reproducible from public data

    Every cycle cited carries an evidence class, from A (quantitative and tested) to S (esoteric, never evidence). The numbers below come from the data and code published with this project.

    Finding 1 · Breadth21 of 23A · B · C

    The cycles converge now

    Of 52 frameworks collected, 23 date their next turn and have at least weak evidentiary standing. 21 of them place it in 2020–2045; the median is 2028. They come from seven independent families: generations and elites, technology and finance, debt and money, world order, U.S. party regimes, social extremes, and land and property.

    Two disconfirming cases are kept: Goldstein's hegemony cycle (~2095) and slow reserve-currency succession (~2045). Seven frameworks added in October 2026 (C53–C59), three of them hard series that completed a turn in 2018–25 (populist governments, U.S. tariffs, the U.S. foreign-born share), raise the dated count to 26 of 28.

    Master Map of cycle turning points, 1725 to 2050
    Finding 2 · Rarity12 / 12A · B

    Three great convergences in 300 years

    Using only the 12 frameworks whose records reach back before 1650, a sliding 30-year window finds 12 of 12 turning in 1776–1805 and 11 of 12 in 1908–37, where chance predicts about 4. Neither happens by luck (p < 0.001 anywhere in four centuries). The present window, 2001–30, counts 7 of 12: four turns already in, three dated by the frameworks to 2028–30.

    The result survives the checks a critic would ask for. Redraw every turning point anywhere inside its documented dating range, 3,000 times, and both eras stay above chance in over 99% of runs. The four clocks dated without reference to war (prices, defaults, monetary acts, revolutions) turn together too: 4 of 4 in 1776–1805, 3 of 4 in 1908–37. And the frameworks pick out re-ordering wars, not large ones: the Seven Years' War (about a million battle deaths) moved none of the twelve; the smaller French Revolutionary Wars moved all twelve.

    Long-run convergence test, 1575 to 2040
    Finding 3 · Hard data93A

    America's stress index is at its highest since 1900

    Six measures, each ranked against its own history: federal debt, interest as a share of revenue, House polarization, the top 1% income share, trust in government (inverted) and interstate wars. Peaks of 69 (1919) and 63 (1940); trough of 20 (1964); 93 in 2026. The world index, built for the U.S., the EU's five largest economies, China and eight emerging markets, reached 52 in 2025 against its 1941 peak of 53.

    U.S. Convergence Index, 1900 to 2026
    World Convergence Index, 1900 to 2025

    The 2025 world reading counts U.S. participation in the June 2025 Iran–Israel war and V-Dem's 2025 downgrade of U.S. democracy.

    Finding 4 · Blind testp = 0.0008A

    On data no cycle theorist chose, all three eras run hot

    The strongest objection is circularity: some world-order theories date their turns by the great wars themselves. So I built a stress index from seven series chosen by statisticians, not cycle theorists, and left war out entirely: UK debt, debt-service cost, price shocks and real-wage falls since 1700; U.S. debt, price shocks and polarization since 1790.

    Each era averages about 60 against 50 by chance. Alone, each could be luck (p ≈ 0.1). All three together: p = 0.0008. On these data, U.S. stress is at its highest since 1790; the UK, the old hegemon, is below average today.

    Scored instead against each series' own previous 50 years, so that a long trend can't manufacture a record, all three eras still run hot together (p ≈ 0.0007, about 1 in 1,400), and the present is the hottest of the three.

    Blind test long index, 1760 to 2026
    What failed. A second blind test asked whether each cycle's average period could forecast the next convergence. It could for the Age of Revolutions (p = 0.01), not for 1914–45 or today. The cycles cluster; they don't keep a schedule.
    Finding 5 · Timing1791A · B

    We are at the front edge

    The debt, generational and political clocks have struck. The war and world-order clocks are due within two decades. On 13 clocks dated by data alone, with no historian's judgment, the present collects 9, level with 1914–45 and about twice chance. Five of those turns are confirmed; four rest on series still at their highs (polarization, tariffs, the foreign-born share, trade openness), and those four are signposts.

    Unlike 1914–45, today's convergence collides with technologies that cut both ways: AI and digital currencies concentrate power; Bitcoin, strong encryption, open AI models and cheap drones disperse it.

    Two convergences, war and technology timelines
    Finding 6 · Interference8 of 12A · P

    In step, cycles amplify; out of step, they cancel

    Treat each cycle as a wave with a phase. In 1792 about 11.4 of 12 long-run cycles were effectively in step, and in 1932 about 10.8: both far beyond chance. In 2026 the figure is 8.2, above chance for this year but not yet exceptional.

    The clocks out of step are the money clocks (monetary regime, price revolution, default waves) and the long hegemonic-war cycle. If the money clocks turn around 2030, the amplification roughly triples. Decades when cycles are more in step are measurably more stressed on hard data (correlation 0.68).

    Phase dials for 1792, 1932 and 2026

    The physics is an analogy and a measurement method, not a law. Read the brief.

    Falsification tracker · baseline

    What would prove this wrong

    A theory that can't fail isn't worth much. These thresholds are fixed in advance and checked on set review dates. Any later change is logged beside the original.

    Twelve indicators

    Each bar runs from the level that would weaken the theory (green end) to the level that would strengthen it (red end). The dot is the baseline reading.

    Five regime-change events

    Predictions ledger

    Every dated prediction on the record, with how it will be checked. Analysts' predictions carry a probability; the frameworks' own forecasts don't. When one resolves, the outcome is recorded here and scored.

    Source
    Resolves
    Status

    Review dates

      The wildcard · evidence brief, October 2026

      For the first time, the tools cut both ways

      The 1914–45 state held five monopolies: money, communication, computation, identity and organized force. Each now has a tool individuals can run themselves. The control side is growing just as fast. That contest is the wildcard.

      Monopoly1914–45Exit tool nowControl response now
      MoneyCentral banks; U.S. gold seized by decree (1933)Bitcoin in self-custody; dollar stablecoins ($311.5B)146 countries exploring CBDCs; stablecoin freezes; crypto bans
      CommunicationBroadcast licensing, censorshipDefault end-to-end encryption (WhatsApp, 3B+ users); VPNs; TorRecord 313 internet shutdowns (2025); backdoor orders
      ComputationCodebreaking a state monopoly (Bletchley: 8,995 staff)Open-weight AI ~4 months behind the frontier, on personal hardware12 developers above 1025 FLOP; $760B cloud capex (2026E)
      IdentityPassports and registriesZero-knowledge proofs (prove age without revealing identity)AI surveillance in 97 of 179 countries
      ForceMass armies, industrial scaleCheap drones (Ukraine: ~2.2M built in 2024)State drone and counter-drone programs

      Money: exit is real, mostly into dollars

      Argentina (61.8% stablecoins), Turkey (stablecoin buying 4.3% of GDP) and Nigeria show people fleeing failing currencies. But most crisis flow goes into dollar stablecoins, which extend dollar dominance. Bitcoin is the only candidate for the "empty chair", and sovereign buying is still symbolic.

      Intelligence: use disperses, training concentrates

      Open models trail the frontier by about 4 months and run on a $2,500 GPU; Hugging Face hosts 3.1M models. But only 12 developers train at the frontier, private firms hold 80% of AI compute, and enterprise use of open models fell from 19% to 11%.

      Cryptography: default for billions, under pressure

      HTTPS went from 27% to 85% of page loads since 2013; WhatsApp encrypts 3B users by default. Meanwhile shutdowns hit records three years running, internet freedom has fallen 15 straight years, and a UK order pulled Apple's strongest encryption.

      The sovereign stack (hypothesis)

      Self-run AI agents holding Bitcoin, protected by encryption and zero-knowledge proofs: every layer the 1914–45 state owned now has an open version. Labelled as inference until the signposts show it.

      Exit vs control tracker

      The question at each review: which column is moving faster? The wildcard is live if exit outpaces control in at least three of four layers at the 2028 review.

      LayerExit indicatorBaselineControl indicatorBaseline
      MoneyDollar stablecoin supply$311.5B (Oct 2026)CBDCs launched / piloting3 / 41 (May 2026)
      MoneyBitcoin in ETFs (capture risk)6.3% (Sep 2026)Sovereign BTC purchasesSymbolic (CNB $1M test; Texas $5M ETF)
      IntelligenceOpen-weight lag behind frontier4 months (May 2026)Developers above 1025 FLOP12 (Jun 2025)
      IntelligenceHugging Face public models3.1M (Oct 2026)Big-4 cloud capex$413B (2025)
      CommunicationHTTPS share of page loads85% (Sep 2026)Internet shutdowns per year313 (2025)
      CommunicationTor daily users~3.2M (Sep 2026)Countries blocking E2EE platforms17 (2020–25)
      IdentityZK identity in productionGoogle ZK age checks (2025)Countries using AI surveillance97 of 179 (2022)

      The series

      Fifteen essays, one anchor chart each

      Essays 1–13 are the main sequence; 14 is a companion. New here? Start with Essay 15, the whole argument in one sitting with every chart.

      #TitleCore claimStatus

      Data and methods

      Check the work

      Research briefs

      #BriefFinding

      Downloads

      Known weaknesses

      • Circularity. Some world-order frameworks date their turns by the great wars. Partly answered by the blind test and by the four clocks dated without war, which align in the same eras; the frameworks also single out re-ordering wars rather than large ones. The exact alignment of the war-dated frameworks stays partly definitional.
      • Hindsight. Many authors wrote knowing "now" was turbulent. Answered in part by forecasts written in advance (Huntington 1981, Modelski 1987, Strauss & Howe 1997, Turchin 2010). Of the dated cycle forecasts that have come due: 6 hit, 3 partly hit, 0 missed.
      • U.S.-centrism. By design: the U.S. is the main case. The world-system layer supports it (in 2025, 39% of countries were autocratizing at once, the widest since 1910), while national clocks elsewhere are staggered: some countries turned in the 1990s, some are turning now, some haven't yet. The blind test shows today's stress is concentrated in the U.S.
      • Thin early data. Pre-1940 U.S. interest data are estimates; pre-1913 coverage is partial.
      • Missing measures. No global polarization or trust series yet.

      Revision log

      Every change to a claim or assumption, with the old version kept. Full prior versions of every essay, brief and data file are in the version history below.

      DateTopicWasNowWhy

      Version history

      The baseline and the six most recent snapshots are kept here. Every earlier snapshot is preserved in the project's local archive and can be restored.

      Evidence classes

      AQuantitative or tested: Turchin, Kondratiev (Grinin & Korotayev), Modelski, debt waves, inequality and polarization series.
      BScholarly-interpretive: Perez, Dalio, Arrighi, Skowronek, Goldstone, Fischer, Reinhart & Rogoff.
      CPopular heuristic: Strauss–Howe, Glubb, Tickle, Harrison, Elliott, Kurzweil.
      PPhilosophical lens with no clock: Polybius, Spengler, Toynbee, Sorokin.
      XPhysical, no social link shown: solar cycles, precession.
      SEsoteric or astrological: never evidence.

      Sources include the Bank of England's Millennium of Macroeconomic Data, IMF Public Finances in Modern History and WEO, MeasuringWorth, U.S. Treasury Fiscal Data, FRED, CBO, Voteview, WID and Piketty–Saez, Pew Research Center, V-Dem, Correlates of War and UCDP/PRIO, BIS and the World Bank.