CIPHER embeds a convolutional regression expert into a vision-language-action model, enabling a commercial 3D printer to perceive extrusion state, reason about faults, and generate corrective G-code from images or text.
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Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing
CIPHER embeds a convolutional regression expert into a vision-language-action model, enabling a commercial 3D printer to perceive extrusion state, reason about faults, and generate corrective G-code from images or text.