COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami

While generative AI has achieved remarkable success in solving problems with verifiable solutions, generating physical art that satisfies both strict geometric constraints and subjective visual aesthetics remains a challenge.

We present COrigami, an end-to-end AI-driven pipeline that assists the design cycle by generating crease patterns from natural language.

Our system acts as a highly effective collaborative assistant, generating structural starting points that human artists can further expand and shape.

By integrating algorithmic optimisation with autonomous aesthetic critique, this work demonstrates how AI systems can satisfy multi-objective physical constraints to enable reliable, mathematically grounded co-creativity.