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Hunting for the culprit makes you feel in control and understand less

Across the 184 days bitcoin lost more than five percent, the next day it rose 104 times and fell 80. The cause everyone had found said nothing about what would happen.
the position
Every fall produces a culprit within the hour, and the culprit is no use for predicting anything. It’s only useful for feeling in control. You pay for it later, with the wrong mental model it leaves you holding and the decisions you build on top of it.

Why does the culprit always turn up within the hour?

Bitcoin falls seven percent and the group chats fill up. It’s the Fed. The Bank of Japan raised rates. A whale sold. Powell used the wrong word. There has to be a reason, a single one, that explains everything, and if there isn’t one, we make it up.

That’s how the brain works, and almost everywhere it’s an advantage: I eat that berry, I feel sick, I never eat it again. Cause and effect, once, lesson learned. In a market, though, there are millions of participants acting for different reasons and partly watching each other. Today’s result comes out of a tangle of causes, never out of a single one.

Financial commentary has built a whole trade on this. It often believes what it says, so this isn’t about dishonesty. It answers a real need: if I know why it fell, I also know when it will rise. It’s an illusion, a comforting one, and the point of this piece is that you can measure what it’s worth.

The proof is in what happens next

If the cause really were the cause, the market should do something recognizable after it. In our archive, from 2017 to today, bitcoin has closed 184 days down more than five percent, and on every one of those evenings the explanation was already there.

The next day it rose 104 times and fell 80. That’s a 57 percent chance of rising, roughly what you’d get from a coin flipped with a slightly heavy thumb. Five days out nothing changes: 105 times higher, 79 lower.

how the next day ended after the 184 falls beyond five percent. source: cointalks archive, daily closes 2017-2026.

Across the 184 days on which Bitcoin closed losing more than five percent, the following day the price rose 104 times and fell 80: 57 percent of cases higher. At five days the ratio is 105 to 79.

The one thing that really changes is the size of the move. The day after a heavy fall the market moves 3.6 percent on average, against 2.3 on an ordinary day. You don’t know where it’s going, but you know it will move harder. That’s less satisfying than a culprit and far more useful, because it’s the only one of the two you can act on. It tells you how much to risk. Which side to be on is anyone’s guess.

The direction is a coin flip. The size of the move is something you can use

Why does an incomplete explanation cost you?

Those explanations are almost always partly true. The central bank does influence markets, big positions do move them, and cascading liquidations exist and can be seen. The trouble is that they’re incomplete, and that kind of incompleteness has a price.

If you believe it fell because of the central bank, your strategy becomes waiting for the central bank to change its mind. If it actually fell because of a tangle of six things, and the central bank is only one of them, you’re waiting for a signal that will never come. Meanwhile you’re making decisions with a model of the world that doesn’t match the world.

The way these explanations get made is always the same: take a complicated phenomenon, isolate one element that really plays a part, and present it as the cause. It works because a single cause is easy to understand, remember and repeat. “It fell because of the Fed” travels. “It fell through a mix of liquidity, derivatives positioning, general mood, a few cascading liquidations and probably some luck” doesn’t. The first sentence spreads, and the second is the true one.

2.3%ordinary day3.6%after a fall
how far the market moves the day after a heavy fall, against an ordinary day. source: cointalks archive, 3,284 days.

The day after a fall of more than five percent the average absolute move is 3.6 percent, against 2.3 percent on an ordinary day, across the 3,284 days measured.

What do I watch instead of the culprit?

The uncomfortable answer is that nothing works reliably, and anyone promising otherwise is selling you something. Still, some habits are less wrong than others, and all of them shift your attention from the news to the structure.

The first is to ask who is on the other side and what they gain. A fall where the big holders are selling and one where small leveraged accounts are selling are two different things, even when the chart is identical. In the second, what you’re watching is a line of positions being forced shut.

put bluntly
finding the culprit in ten minutes means you found somebody to blame, and the market is still waiting to be understood

Put bluntly: if the market falls and you find the culprit in ten minutes, you’ve found a person to blame, which takes far less effort than understanding the market.

The second is to think in probabilities instead of certainties. That means accepting that the 57 against 43 above is all there is, and building a measure of risk on it rather than a forecast. The third is more a matter of hygiene: be wary of whoever sounds most sure. In markets, as elsewhere, the more certain someone’s tone, the less they have usually understood.

104 against 80 how the next day ended
after the 184 falls beyond five percent
position 002 · December 9, 2025 · no outcome declaredall the opinions