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June 16, 2026Jonas Höttler

Against Certainty: a field guide for thinking under uncertainty

A small, free project: interactive calculators and essays that show why your gut confuses loudness with probability — and how to decide in a more calibrated way.

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Against Certainty: a field guide for thinking under uncertainty

One furious customer email. Zero downloads today. A curt sentence from your boss. Your head turns it into a whole story instantly — usually the worst one. One thing, one data point, and suddenly the verdict feels settled.

The mistake underneath is always the same: your brain confuses loudness with probability. Whatever is loud, recent and vivid feels likely — no matter how rare it actually is. That's exactly what I built a small side project against: Against Certainty, a field guide for thinking under uncertainty. English, free, no login.

Not an advice column — tools you can actually touch

The point: instead of explaining probability to you, Against Certainty lets you feel it. Four interactive mini-tools, each one making a thinking error obvious in seconds:

  • The Base-Rate Machine uses 100 people to show why a positive test is usually a false alarm — drag two sliders and watch the math flip.
  • The Panic-to-Probability Converter takes a concrete fear and translates it into a sober reading of how strong your evidence really is.
  • "Your Risk, in Micromorts" puts risks in proportion — and shows the dangerous thing is usually the boring one you do constantly, not the shark from the news.
  • The Calibration Game exposes, in eight questions, how confident you are about things you don't actually know.

Plus essays, short scenarios to guess your way through, and cards on the most common thinking errors.

The goal is not certainty — it's calibration

Good decisions don't come from becoming more certain. They come from holding a belief exactly as strongly as the evidence allows — and not one notch more.

That's the whole core. Four moves before you panic: name the belief, check the base rate (how often does this happen anyway?), weigh the evidence (signal or noise?), then update without leaping straight to the worst case.

All home-built, nothing hidden

Against Certainty is built like everything at Balane: no account, no hurdles. The tools run entirely in your browser — what you type never leaves your device. For plain reach measurement there's cookieless analytics (Umami), nothing more.

It's a small project, not a product — more of a practice ground for thinking better under uncertainty. If you take away one question, make it this one: how often does this actually happen — and who's even counting it?

→ Open Against Certainty

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