Reproducibility is the New Copyleft: Defining AGI-oriented Reproducible Builds
Copyleft, as implemented in licenses such as the GNU General Public License, was a legal hack that used copyright to guarantee user freedom by tying the availability of source code to every act of distribution. Its normative force rested on an implicit technical premise: that source code and object code stand in a well-defined, humanly auditable, and reproducible relationship. Large language models and, prospectively, Artificial General Intelligence (AGI) systems systematically violate this premise. The artifacts jointly required to reconstruct a model -- code, data, weights, hyperparameters, toolchain, and hardware configuration -- are each subject to independent legal, technical, and ec...
| Authors | Masayuki Hatta |
|---|---|
| Primary category | cs.CY |
| Published | 2 June 2026 |
| Last updated at source | 2 June 2026 |
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