§ 01
| Type of differentiation | What you see that the market doesn't | Example |
|---|---|---|
| Variant fundamental view | Better numbers — your model produces a different forecast | Channel checks reveal 25% segment growth vs sell-side 8% |
| Variant interpretation | Same numbers, different framing of what they mean | Rising DIO is strategic mix shift, not channel stuffing |
| Variant horizon | You will tolerate the wait others won't | The thesis takes 3 years; quarterly funds can't hold it |
§ 02
The diagnostic question: "What does the market believe today, and why am I right and they are wrong?" If you cannot answer the second half — with specific evidence — you are betting that consensus is randomly mispriced. That is a poor long-run strategy.
§ 03
Manufactured variance is the trap: the analyst stretches a model assumption or argues for a wider multiple range with no underlying evidence — just to produce a "differentiated" number. PMs see through this immediately. Honest intellectual humility ("I don't have a differentiated view here") is more valuable than a forced one.
§ 04
Westmoor Optical trades at $32. The sell-side estimate is $4.10 EPS for 2026. Which of the following is a differentiated view?
§ 05
Five questions · AI feedback
Sit with the ideas.
Three analysts pitch the same stock long. Which has the strongest differentiated view?
Why: