Lab · 4 min read
Reference-locking across a 60-frame sequence
Keeping a character and setting identical across a long generated sequence.
Noetic Lab

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.