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Mental Models

Combining Models: The Latticework

Final Exam: Combining Models — The Latticework

The capstone exam: the man with a hammer, Munger's latticework, the three ways models combine (stack, check, complete), running the lattice on a real case, choosing which lenses fit, the written checklist, the pre-mortem, and the four pitfalls. One-way, pass mark 70%.

22 min Updated Jul 4, 2026

This is the capstone. It pulls together everything the course taught: why one model turns every problem into a nail (the man with a hammer), why Munger’s cross-disciplinary latticework beats depth in a single field, the three ways models actually combine (they stack into a lollapalooza, they check each other’s blind spots, or they complete a picture by explaining different parts), how to run the whole lattice on a live case, how to choose which lenses fit a novel situation, and how a written checklist plus a pre-mortem keep you honest against the four pitfalls. Several questions hide a trap option — watch for the answer that says models merely add up, the one that crowns a single model as enough, the one that treats a stacked reading as PROOF the crowd is right, and the one that shouts “use the lattice!” without naming any specific models. Read every option before you lock.

Warning:

How this exam works

One question at a time, and each answer locks the moment you submit — there is no Back, no retry, and no Restart. Your score stays hidden until the very end. The pass mark is 70%. Some questions are “select all that apply” and will say so — on those, you must tick every correct option and no wrong ones to get the mark. Take your time; a locked answer is final.

Question 1 of 24

What is "the man with a hammer" syndrome?

Select an answer to continue.

Course Recap

Big picture

Combining Models: The Latticework — the five pillars

  • Combining Models: The Latticework
    • The man with a hammer
      • One favourite model bends every problem to fit it — to a hammer, all is a nail.
      • The model you know best is the one you over-apply, and it gives no warning at its edge.
    • The latticework (Munger)
      • Big models from DIFFERENT disciplines, held at once, with experience hung on the frame.
      • Cross-disciplinary breadth beats depth in one field; a handful of big models pay across domains.
    • Three ways models combine
      • STACK: same direction, forces multiply into a lollapalooza — a danger flag, not proof the crowd is right.
      • CHECK: one model vetoes another's blind spot (base rate vs vivid story, incentive vs stated reason, second- vs first-order).
      • COMPLETE: each model explains a different part (price, players, dynamics).
    • Running the lattice + choosing lenses
      • Read a live case (bank run) through incentives, game theory, feedback loops, social proof, critical mass, base rates, second-order thinking at once.
      • The meta-skill is CHOOSING which models fit a novel situation.
      • The circle of competence tells you when you cannot even pick the lenses.
    • Checklist + four pitfalls
      • A WRITTEN checklist and a pre-mortem, run on purpose, keep you honest.
      • Forcing a model where it does not fit; double-counting one effect under two names.
      • Confirmation-shopping for the flattering model; paralysis-by-lattice past the point of deciding.
Success:

Key takeaways

The whole course is one argument: no single model is enough, because the man with a hammer bends every problem to fit his one tool and gets no warning at its edge — so build Munger’s latticework of big models from many disciplines, held at once. Those models combine in three distinct ways: they STACK in the same direction and multiply into a lollapalooza (a powerful, self-reinforcing signal and a danger flag — never proof the crowd is right), they CHECK each other’s blind spots (a base rate disciplining a vivid story, an incentive auditing a stated reason, second-order effects catching what first-order missed), or they COMPLETE a picture by each explaining a different part. Running the lattice means reading a real case — a bank run, a mania, a red-hot fundraise — through many lenses at once, and the true meta-skill is CHOOSING which lenses fit while your circle of competence tells you when you cannot even choose. Externalise it all with a written checklist and a pre-mortem, and stay guarded against the four pitfalls: forcing, double-counting, confirmation-shopping, and paralysis-by-lattice. Breadth plus discipline plus honesty about your limits — that is the practitioner this capstone was built to make.

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