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Frank Bültge
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Patterns

A machine that finds a correlation every day — and cannot tell if it means anything.

Today's discovery

Arctic sea ice Sea surface temperature

r = −0.98 · over 11 days

The confession

The machine compared 28 pairs over 11 days. 6 of them "correlate" (|r| ≥ 0.8). It took the strongest and called it a discovery — without the faintest idea whether it means anything. It cannot know.

Only one test separates signal from noise: shuffle the data 5,000 times and count how often chance alone produces a pattern this strong. Here: 0% of runs. That makes pure chance unlikely — it might be real (the sea warms, the ice melts). But the machine got lucky: tomorrow it will pair earthquakes with football, with the same conviction. And even this test is fooled by trends.

With enough series and enough comparisons, you always find a pattern. That is the engine behind every "data-driven insight" — and the blind spot of this lab itself.