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 an hour, and the culprit is no use for predicting anything: it is useful for feeling in control. The cost isn’t the mistake itself, it is the wrong mental model it leaves you holding, and the decisions you build on top of it.

The culprit always arrives 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, one reason, that explains everything — and if there isn’t one, we invent it.

The brain works that way, and almost everywhere it is an advantage: I eat that berry, I feel ill, I don’t eat it again. Cause and effect, once, lesson learned. On a market, though, the participants are in the millions, they act for different reasons and partly watch each other: today’s result doesn’t come out of one cause, it comes out of the interaction between many.

Financial commentary has built a trade on top of this. Not because it is dishonest — it usually believes it — but because it answers a real need: if I know why it fell, I also know when it will rise. It is an illusion, and it is a consoling one. The point of this piece is that you can measure what it is worth.

The proof is in what happens next

If the cause were the cause, then after the cause the market should do something recognizable. In our archive, from 2017 to today, bitcoin has closed 184 days losing more than five percent: every time, that evening, the explanation was already there.

The next day it rose 104 times and fell 80: a 57 percent chance of rising, which is what a coin with a heavy thumb on it says. At five days nothing changes: 105 times higher, 79 times 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 genuinely changes is the size of the move. The day after a heavy fall the market moves on average 3.6 percent against the 2.3 of an ordinary day: you don’t know where it goes, you know it goes harder. That is less satisfying than a culprit and far more useful, because it is the only one of the two things you can decide anything about — how much to risk, not which side to be on.

The direction is a coin flip, the size isn’t

Why an incomplete explanation costs you

The problem isn’t that those explanations are false. Almost always they have something true at the bottom: the central bank does influence markets, large positions do move them, cascading liquidations exist and can be seen. The problem is that they are incomplete, and incompleteness isn’t neutral.

If you believe it fell because of the central bank, your strategy becomes waiting for the central bank to change its mind. If instead it fell through the interlocking of six things of which that is one, you are waiting for a signal that will never arrive — and in the meantime you are making decisions with a model of the world that doesn’t match the world.

The factory mechanism is always the same: take a complicated phenomenon, isolate one element that genuinely plays a part, and present it as the cause. It works because a single cause is easy to understand, to remember and to repeat. “It fell because of the Fed” travels; “it fell through a combination of liquidity, derivatives positioning, general mood, a few cascading liquidations and probably some chance” doesn’t travel. The first sentence spreads, the second is true.

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 the 2.3 percent of an ordinary day across the 3,284 measured.

What I watch instead of the culprit

The uncomfortable answer is that nothing works reliably, and anyone promising otherwise is selling something. That said, some habits are less wrong than others, and they are all a shift of the gaze from the news to the structure.

The first: ask who is on the other side and what they gain. A fall where the large holders are selling and one where the small leveraged accounts are selling are two different things even when the chart is identical, and in the second what you are looking at is a line of positions closing themselves.

put bluntly
finding the culprit in ten minutes doesn’t mean you understood the market: it means you found somebody to blame

Put bluntly: if the market falls and you find the culprit in ten minutes, you haven’t understood the market — you have found a person to blame, which is a different thing and costs less effort.

The second: think in probabilities instead of certainties — which means accepting that the 57 against 43 above is all there is, and building a measure of risk on it rather than a forecast. And the third, which is more a matter of hygiene: be wary of whoever speaks with more confidence. In markets, as elsewhere, certainty of tone is almost always inversely proportional to how much somebody has 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