Same film, new screening: credit cycles and bubble anatomy

Put two charts side by side and the resemblance is uncanny. One traces the Nasdaq from 1992 to 2002, the other the Dow Jones from 1922 to 1932. Both climb slowly at first, then accelerate, pause briefly, melt upward in euphoria, and finally collapse. Seventy years separate them, the countries and technologies could not be more different, yet the silhouette is nearly identical. The host picks these two on purpose, because they tell the two best-known stories in market history: the dot-com bubble and the 1929 crash. His thesis lands in the opening minutes: dates change and conditions change, but the film keeps getting re-released because the machinery underneath never changed.

He credits the script to the Austrian economist Joseph Schumpeter. A century ago he was among the first to argue that cycles are no accident but the system's own way of moving. Overshadowed by other giants of his era, his name is little known today, yet his mechanism still runs. In his Theory of Economic Development he asks a disarmingly simple question: why does the economy grow in waves instead of a straight line? His answer is equally direct: because innovation comes from inside and advances by breaking the existing order. I verified the book's imprint and background against the entry on routledge, which also confirms Schumpeter's lifespan from 1883 to 1950 and notes pupils who later rose to lead a central bank. So the video's narrative deserves to be read as a live framework, not nostalgia.

The framework turns on a single sentence: money is born from credit, not the other way round. It sounds backwards, because in everyday speech credit means walking into a bank and collecting ready money. In the mechanism described here, the bank does not lend out someone else's deposit; it creates the deposit at the moment it grants the loan. Most of the figures we see in our accounts are the counterpart of a claim born this way. I took the video's statement that over ninety percent of circulating money is produced like this and checked it against the 2014 central-bank analysis. The report explaining that commercial banks are not mere intermediaries but create fresh money when they lend was confirmed from the bulletin on bankofengland. This is no conspiracy theory; it is the officially documented account of how money works. Where credit flows, output, employment and equities expand; when credit stops, they all stall together.

To show how a cycle starts, the host builds a parable about a village of a hundred people. Everyone produces enough to get by, nobody gets rich, nobody goes bust. Schumpeter calls this state the circular flow : the economy sleeps, neither growing nor shrinking. Then Mehmet arrives, a hardworking and fearless entrepreneur with a plan to build motorised tools: one man will do the harvest of fifty, a coat that took ten days by hand will be sewn in three hours. He has one problem, no money. The villagers have no surplus either, because a stagnant order accumulates nothing extra. Outside capital becomes indispensable at exactly this point. The flat line on the chart stands for this dormant phase. Innovation is born inside, but its funding must come from outside, or the story ends before it begins.

When the banker buys Mehmet's idea and opens the credit line, the first wave begins. Mehmet sets up the workshop, the tools genuinely work, and the villagers produce and earn far more than before. Neighbours see there is bread in this business and learn to build motors themselves. Because borrowers repay, the bank grows generous and credit rains on producers and buyers alike. As output and consumption expand, the credit stock expands with them and far more money circulates than before. Schumpeter counts this first wave as productive, because real innovation and real value stand behind it. The current charts in the video show the same calm ascent: since mid-2022, household and corporate borrowing have risen in measured step with the index, with no vertical jump. The picture resembles a first wave in progress, with substance beneath it.

The pause ends, the speculators enter

Every wave is followed by a short cooling. The innovation gets digested, prices settle, nobody hurries. The host calls this interval a correction or settling phase. The real question starts after it: if the innovation is already done, why does the climb resume, and this time far more steeply? The answer is the second wave , whose actors are the speculators. They build no motors and bring no innovation; they simply refuse to stand aside while everyone else earns. They board the train through another door, trying to make money from money. They buy land because more factories will surely be built; they pile into shares because the index can only rise. And they do it not with their own funds but with borrowed ones, convinced the bet cannot lose. For a while land and shares genuinely rise, and excitement feeds on excitement.

The fuel of that excitement is margin debt , credit taken from brokers to buy shares. Two lines laid under each other in the video say it all: brokerage loans below, the Dow Jones above, inflating together. Banks and brokers carry wood to this fire, leveraged trading multiplies, and the feeling spreads that everyone deserves a cut of the wealth. I checked how margin statistics are compiled on the methodology page at finra, where member firms report customer debit balances as of each month's last business day and finra publishes the aggregates. History backs the thesis: leveraged buying into industrial shares before 1929 and into internet shares after 1998 drew the same pattern. Whenever leveraged trading grows excessive, the link between value and price snaps and the ballooning phase begins.

A small-scale rehearsal of this pattern played out months ago on the Korean market. The KOSPI decoupled from the world and climbed almost vertically for a year and a half while margin borrowing broke records. What followed is well known: a harsh June slide, about 1.2 million investors hit with margin calls, tens of thousands wiped out. I took the figure of forced sales reaching 110 billion won from the report on sedaily and read the detailed anatomy of the leveraged chip unwind in the analysis on investing. Both point to the same mechanics: leveraged positions look harmless on the way up, then sales feed on each other once the wind turns. The host presents the episode as a miniature of the great cycle, and the comparison is fair; the machinery matches one to one, only the scale differs.

Where we stand in the cycle today

So where in the credit cycle do we stand today? The host names artificial intelligence and blockchain as the catalysts and picks the S&P 500 as the yardstick, on the grounds that it covers both technologies broadly. Treating the pandemic shock as an exception, he starts the clock in mid-2022 and watches three gauges: household and corporate debt rising calmly, moving with the index; brokerage margin balances climbing with the index but with no vertical breakaway. I cross-checked the latest picture with independent data: the report on advisorperspectives puts margin debt at 1.45 trillion dollars in August, up 37 percent on the year before. The number looks large, yet growth hand in hand with the index does not resemble the rupture of past second waves. The chart-based reading is therefore clear: no speculative steepening yet, apparently still in the first wave.

Production continues, participation swells

The second test matters even more: is the credit actually feeding production? The answer looks like yes. On the AI side, companies are pouring hundreds of billions into new data centres; the compilation on futurumgroup puts the five largest cloud and infrastructure giants alone at between 660 and 690 billion dollars of planned 2026 spending. On the blockchain side, giants such as BlackRock and JP Morgan are building tokenisation rails; I confirmed from the report on decrypt that tokenised share classes have been issued over European money-market funds worth a combined 311 billion dollars. The products are still in the kitchen: blockchain-based offerings have not reached us finished, and AI has not yet been woven into industries deeply enough to transform output. That is why the host places us mid-first-wave. His closing message is financial literacy: as the participation wave swells, those who move with knowledge will catch the opportunity and the rest will stand on the wrong side of the transfer.