Keep a character and world visually identical across many generations using seeds and reference assets.

Warm up

1. Warm up 01

   Fix the character/world; generate a canonical reference set

2. Warm up 02

   Lock seeds/refs

3. Warm up 03

   Regenerate in 3 new scenes; check identity holds

4. Warm up 04

   Fix the drift

Challenge

1. Challenge 01

   Spot the consistency break across 3 frames

2. Challenge 02

   Build a 3-rule world bible

Take further

1. Take further 01

   Your consistent character across the trailer

2. Take further 02

   A continuity audit of an AI sequence

3. Take further 03

   Same character, 3 emotions, identity intact

Controlled practice