# Stochastic Streets: A Walk Through Random LLM Address Generation in four European Cities

arXiv: https://arxiv.org/abs/2509.12914 · HTML: https://mlsanity.com/paper/2509.12914/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 4 of its 5 references that are in the map.
- First posted on arXiv 16 Sep 2025.

## Builds on (most cited first, 4 of 4)

- [StereoSet: Measuring stereotypical bias in pretrained language models](https://mlsanity.com/paper/2004.09456/) (2020)
- [Humanity's Last Exam](https://mlsanity.com/paper/2501.14249/) (2025)
- [Deterministic or probabilistic? The psychology of LLMs as random number generators](https://mlsanity.com/paper/2502.19965/) (2025)
- [Can ChatGPT Learn to Count Letters?](https://mlsanity.com/paper/2502.16705/) (2025)

## Abstract (arXiv)

Large Language Models (LLMs) are capable of solving complex math problems or answer difficult questions on almost any topic, but can they generate random street addresses for European cities?