About
Emma Leonhart founded Topaz Computing and leads its research and engineering. She is based in Vancouver, British Columbia. She holds a Bachelor's in Economics and an Associate's in Computer Science, and taught herself the rest of the field.
Research
- Sutra: Tensor-Op RNNs as a Compilation Target for Vector Symbolic Architectures (arXiv, 2026)
- The Reservoir Attention Network: Cross-Pass State in Pretrained Transformers via Content-Addressable Reservoir Injection (arXiv, 2026)
- A Silent Diacritic-Collapse Regression in the Ollama Runtime (mxbai-embed-large), Surfaced by Latent Space Cartography of Wikidata (Zenodo, 2026)
Elsewhere
emmaleonhart.com → The founder story → Google Scholar → ORCID → GitHub → LinkedIn → X → Arkhos Winter, co-founder → Topaz Computing → Topaz Computing on LinkedIn →