Sebastian S. Cocioba Sebastian S. Cocioba

Prompt to Bench: language models as a no-CAD entry point to 3D printing for biology labs

A living paper, student tutorial, library of 16 tested parametric OpenSCAD designs for biology labs (benchware, tools, quick fixes and parts of full instruments), and Prompt-to-Bench-16, a benchmark that scores language-model-written OpenSCAD against hidden geometric checks. Includes an evaluation of small open-weight...