Lesson 1: Why AI Guesses (The Problem)

AI generalizes by default.

When information is missing, vague, or implied, the system fills gaps using probability, not intent.

This produces output that: Sounds reasonable, Adapts smoothly, Feels cooperative

And quietly diverges from what you actually need.

Thin framing creates the illusion of collaboration while guaranteeing drift.