Skip to content
Mental Models

Occam’s & Hanlon’s Razors

Final Exam: Occam’s & Hanlon’s Razors

A graded, one-way final exam on Occam's and Hanlon's razors — counting assumptions, why fewer assumptions win, incompetence before malice, and exactly where each razor fails. Pass mark 70%.

20 min Updated Jun 24, 2026

This is the final exam for Occam’s & Hanlon’s Razors. It pulls everything together: what Occam’s razor really says (and the two things people get wrong), the arithmetic of why fewer assumptions win, Hanlon’s “incompetence before malice” and the biases it corrects, and — most important — exactly where each razor lies to you. Take your time. A few questions look easy until you spot the trap.

Warning:

How this exam works

Read carefully — this exam is final. Each question appears one at a time. Once you submit an answer it is locked for good: there’s no going back, no retry, and no restart. Your score is hidden until the end, where you’ll see a pass/fail verdict. The pass mark is 70%. A few questions ask you to select all correct answers.

Question 1 of 24

What does Occam’s razor actually tell you to do?

Select an answer to continue.

Course Recap

Big picture

The two razors, in one picture

  • Occam’s & Hanlon’s razors
    • Occam’s razor
      • Among explanations that fit equally well, fewest assumptions wins
      • Simpler, not simplest-at-all-costs
    • Why fewer assumptions win
      • Assumptions multiply: 0.7 × 0.7 × 0.7 ≈ 0.34
      • More moving parts → more ways to be wrong
    • Hanlon’s razor
      • Incompetence before malice
      • Occam pointed at human motives
      • Fixes the fundamental attribution error
    • When the razors lie
      • Occam over-trims complex systems (Hickam’s dictum)
      • Hanlon excuses patterned, self-serving harm
      • Weight by stakes; a razor is a prior, not a proof
Success:

Key takeaways

A razor is a rule of thumb that shaves off unlikely explanations to give you a smart first bet — a prior, never a proof. Occam’s razor prefers the explanation that fits the facts with the fewest assumptions, and the arithmetic backs it up: independent assumptions multiply, so every extra one can only drag the joint probability down. Hanlon’s razor is Occam pointed at people — reach for incompetence before malice, because a screw-up needs no plan while a plot needs intent, competence, and coordination all at once. But both razors lie when you trust them blindly: Occam over-trims genuinely complex situations (remember Hickam’s dictum), and Hanlon excuses patterned, one-directional, self-serving harm. Hold each as a starting bet you actively test, update on evidence, and lean on less as the stakes rise. Used that way, the razors make you faster and less wrong; used as verdicts, they’re just a blindfold you sharpened yourself.

Mark lesson as complete