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A generative AI agent designed to create a variety of knots—structures that loop endlessly without self-intersection, pushing the boundaries of traditional geometry and algorithms. By harnessing tangent-point energy, it generates self-avoiding knots that evolve and twist without overlapping, mimicking the natural rhythms of movement. Through continuous refinement, the AI explores 3D material rendering, adapting based on user feedback to produce increasingly dynamic and captivating knot designs.