Intuitive Conceptual Explainer
Turn a strange event into a mechanism readers can understand
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 92%
This method starts with a weird, surprising, or apparently absurd event and searches for the mechanism that makes it intelligible. The writer constructs a simple conceptual model, explains it in direct language, and uses humor or concrete consequences to sustain attention. The primary narrative remains linear enough for a general reader, while footnotes or other secondary layers hold caveats, specialist corrections, and optional digressions. The writer's first objective is not to declare the event good or bad, but to reveal what participants are doing and why the system produces the observed result. Readers can then form a better-grounded judgment. The approach works especially well for finance, where unfamiliar contracts, incentives, storage constraints, and market rules often make rational outcomes look bizarre.
Origin
Extracted from Masters in Business through Matt Levine's description of how he explains strange financial stories in Money Stuff.
Core principles
- 01Start with the strange event that creates curiosity
- 02Explain the mechanism rather than merely labeling the outcome
- 03Keep the main narrative intuitive and linear
- 04Move qualifications and digressions outside the main explanation
- 05Prioritize understanding before praise or condemnation
How to run it
- 1
Choose the anomaly
Identify the event or claim that appears strange enough to require explanation.
Pro tip Frame the puzzle in the same terms a curious non-specialist would use.
Watch out Do not manufacture confusion when the event is already straightforward.
- 2
Find the causal mechanism
Trace the constraints, incentives, rules, or physical facts that produced the outcome.
Pro tip Ask what would make the apparently irrational behavior rational.
Watch out A memorable analogy cannot replace causal accuracy.
- 3
Build an intuitive model
Reduce the mechanism to a compact conceptual framework that preserves the essential relationships.
Pro tip Use concrete actors, actions, and consequences rather than abstract labels.
Watch out Do not simplify away the fact that actually drives the result.
- 4
Write the linear explanation
Lead readers from the puzzle through the mechanism to the outcome without unnecessary detours.
Pro tip Use humor when it sharpens recognition of the mechanism.
Watch out Jokes should not obscure who bears the risk or loss.
- 5
Layer the qualifications
Place specialist caveats, exceptions, and useful digressions in footnotes or a secondary section.
Pro tip Anticipate the strongest informed objection.
Watch out Do not hide a qualification that would reverse the main conclusion.
- 6
Let readers judge
Conclude with what the mechanism reveals, allowing readers to form a more informed evaluation.
Watch out Avoid forcing a moral verdict unsupported by the explanation.
In the wild
A headline says oil has a negative price, which sounds economically impossible. The explainer starts with the physical constraint: oil is bulky, potentially dangerous, and costly to store. When storage is scarce and a contract requires delivery, paying someone to accept the oil can be cheaper than taking it yourself. The unusual price becomes an intuitive consequence of delivery and storage constraints.
→ Readers understand negative prices as a rational response to physical bottlenecks rather than a market malfunction.
Common mistakes
Repeating the headline
Calling an event strange does not explain the mechanism that produced it.
Cluttering the main text
Putting every caveat and specialist exception in the primary narrative can prevent general readers from following the core logic.
Starting with condemnation
A verdict delivered before the mechanism can replace analysis with posture and leave readers no better informed.
Is it for you?
Best for
Writers, analysts, and educators explaining technical subjects to mixed-expertise audiences.
Not ideal for
It is not suitable when legal or technical precision must appear entirely in the primary text.
From the transcript
“here's like a sort of intuitive conceptual framework for understanding that weird thing.”
“there are times when I will say something general and straightforward in the text, and then I'll be like, I know you're going to complain…”
“It's always like this is interesting, right, Like, look at this interesting thing. Let's try to understand it.”
From the episode
Matt Levine on Money and Stuff
Matt Levine