Master Class · Game Families · Day 23 of 30

Day 23 Instructor-Led Video — Question Disambiguation

Saturday, July 25, 2026

Core Claim

Ambiguous user language must be disambiguated before numeric output.

Why It Matters

This is where a familiar label can hide a different rule. Ambiguous user language must be disambiguated before numeric output. When the matrix is named first, the answer stays fair. When it is skipped, the claim sounds cleaner than it is.

Practical Takeaway

Before answering any family-spanning question, write one line that states matrix type, object type, and primary metric.

Common Misread

Treating an ambiguous question as if it were precise.