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The Lisa Latte Effect
§ VThe Understanding Test

Do you understand it, or can you just explain it?

Four hypothetical AI-generated recommendations. Each sounds reasonable. Your task is to find what a fluent answer leaves out.

Exercise 1 · Pricing

“Raise prices 20%. SaaS customers are price-inelastic, and churn will remain below 2% because switching costs are high.”

Which unstated assumption most needs checking?

Exercise 2 · Hiring

“Studies show structured interviews predict job performance far better than unstructured ones. Switch immediately.”

What is missing?

Exercise 3 · Infrastructure

“Migrate the database to a distributed store to eliminate your scaling bottleneck.”

Under what condition would this fail?

Exercise 4 · Market entry

“Launch in Germany first: it is Europe's largest economy and has high digital adoption.”

Which implementation constraint is overlooked?