Musicality and breaking the pattern

Photo by Toufic Mobarak on Unsplash

I spent the past two weekends at tango workshops.

Some orchestras play with your expectations.

You hear a steady rhythm… your brain locks onto it… and suddenly the beat disappears.

Or comes back differently.

At first, I tried to predict it.

Build a model. Anticipate the next step.

It works — until it doesn’t.

Because the moment the music becomes unpredictable, the predictor breaks.

So I switched strategy.

Instead of predicting, I listen — and react with a slight delay.

Maybe 100–150 ms.

Almost invisible, but enough to stay connected to reality instead of my expectations.

That creates a stable feedback loop.

And it works with any music.

Clear signal > clever prediction.

Same thing happens in engineering.

Most systems are designed as if the environment is stable.

It rarely is.

Prediction works — until reality shifts.

Then the system doesn’t degrade.

It snaps.

Designing for feedback beats designing for prediction.

Originally published at https://zahradnik.io on March 18, 2026.