# [Finite Monoid Computations and a Uniform Generalized Star-Height Bound](Finite-Monoid-Computations-and-a-Uniform-Generalized-Star-Height-Bound-September-25-2026.pdf)

OpenAI  
September 25, 2026

## Citation

To cite this manuscript:

```bibtex
@misc{OAI:Finite-Monoid-Computations-and-a-Uniform-Generalized-Star-Height-Bound-September-25-2026,
  author = {{OpenAI}},
  title = {{Finite Monoid Computations and a Uniform Generalized Star-Height Bound}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Finite-Monoid-Computations-and-a-Uniform-Generalized-Star-Height-Bound-September-25-2026/Finite-Monoid-Computations-and-a-Uniform-Generalized-Star-Height-Bound-September-25-2026.pdf}{OAI:Finite-Monoid-Computations-and-a-Uniform-Generalized-Star-Height-Bound-September-25-2026}},
  year = {2026}
}
```