Lab · 4 min read

Reference-locking across a 60-frame sequence

Keeping a character and setting identical across a long generated sequence.

Noetic Lab
Granular coral-like form held inside a wireframe cage

The same world, frame after frame

Sequences break when identity drifts: a face shifts, a jacket changes colour, a room rearranges itself. Reference-locking pins those attributes to fixed embeddings that persist across every frame.

With the references held constant, only motion and framing change — letting a 60-frame sequence stay coherent enough to cut together.