Human-AI Co-Development of a Geometric Algorithm for Infinite Shuriken Artwork Design Generation

Saleem Abdul Fattah Ahmed Al Dajani

Track: Paper

Keywords: Human-AI collaboration, computational geometry, geometric folding algorithms, modular origami

TL;DR: We present an end-to-end pipeline, co-developed with AI, for generating infinite variations of origami shuriken assemblies—combining geometric algorithms with webapps and fabrication to showcase human-AI collaboration exploring large design spaces.

Abstract: We present a human–AI co-developed geometric algorithm for generating infinite origami shuriken assemblies using radial symmetry, affine transformations, and programmable crease patterns. By combining analytic theory, interactive design tools, and fabrication pipelines, we show how generative AI augments human creativity in digital and physical domains. Our contributions include (1) a framework for $ \mathbb{Z}_n $-symmetric gadget assemblies, (2) a geometric algorithm compatible with fabrication, and (3) an interactive web application for real-time co-design. This work exemplifies how humans and machines can collaboratively explore large design spaces and reinterpret historical artifacts through creative computation.

Submission Number: 44