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File 03Judgment

Signal vs. Noise

One bad day, drawn out.

Generate noisy data around a perfectly flat reality and watch alarming dips appear out of nothing. The fewer days you look at, the wilder the story. More data, calmer story.

Interactivesignal vs. noisehit ‘new data’
the datathe truththe trend you’d draw
day 1day 10
same reality, fresh noise
We're crashing. that's the noise talking.

What it looks like

-0.9%/day

the slope through the dots

What is really going on

0%/day

flat — you set it

noise, not signalThis slope sits within the noise (t = -1.0) — it could easily be nothing.

Reality is flat. Every slope here is invented by 10 noisy days — hit “new data” and it lurches, up one run, down the next. Add days, and the fake trend collapses toward zero.