EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 14 · Lesson 47Learn + Build1 h54 lessons in phase

Define the Outcome Before You Choose the Output

Fast implementation increases the penalty for choosing the wrong problem. Shape the outcome first so speed points in the right direction.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 14Agent Engineering. Use the previous / next cards below to keep browsing the phase.