Day 16 Instructor-Led Video — Portability Tagging

Core Claim

Concept portability tags prevent overreach when teaching cross-family doctrine.

Why It Matters

This is where a familiar label can hide a different rule. Concept portability tags prevent overreach when teaching cross-family doctrine. 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

Calling analogy-only language production doctrine.