We reproduced some of the experiments from Anthropic’s "When Models Manipulate Manifolds: The Geometry of a Counting Task". The code is in this repository, and the interactive reproduction is available here — go check it out.
@misc{sinii2026_chasing_the_counting_manifold_in_open_llms,
title={Chasing the Counting Manifold in Open LLMs},
author={Viacheslav Sinii and Nikita Balagansky},
year={2026},
url={https://huggingface.co/spaces/t-tech/manifolds},
}