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Notes on probability, panic & better guesses

File 00 — the thesis

The goal is not certainty. better uncertainty.

A field guide for thinking when you don't know — and acting anyway. Hold a belief as strongly as the evidence allows. No stronger.

File 01 — the problem

We are bad at uncertainty.

We mistake feeling for evidence, overweight a single signal, ignore base rates, and treat panic like intuition. Every one of these is a sentence the brain writes too fast — and then has to cross out.

The method

Four moves before you panic.

Not a mantra. A correction routine. Run it the next time a single data point tries to write your whole story.

the full field guide →
  1. 01

    Name the belief

    What do I actually think is true right now? Say it in one sentence.

  2. 02

    Check the base rate

    How often does this kind of thing happen anyway, before I look at today?

  3. 03

    Weigh the evidence

    Is this a strong signal, or just loud noise that feels like one?

  4. 04

    Update, don't collapse

    Move your estimate. A little. Not all the way to the worst case.

File 03 — the one tool that matters

The Panic-to-Probability Converter.

Name the fear. Answer four questions about your prior, your sample size, and whether anything actually changed. It crosses out the catastrophe and writes in a calmer reading of the evidence.

convert a panic →

Specimen

My app is dead.

mostly a loud feeling on thin evidence.

weak signal
how much you should conclude8–66%

Things you can break.

Small instruments that make one idea obvious by letting you push it around. Drag the sliders.

Four things to get better at.

Every essay, scenario and tool is filed under one of these.

  • 01ProbabilityBase rates, Bayes, expected value, regression to the mean. The math your gut skips.
  • 02PanicCatastrophising, negativity bias, emotional evidence. Why a strong feeling is not a strong proof.
  • 03JudgmentDecisions under uncertainty. One bad day is not a trend. Small data drives you mad.
  • 04BeliefsUpdating, confirmation bias, motivated reasoning. Keep your convictions on a short leash.