Researcher · MIT LIDS

Vincent
Abbott

Deep learning,
made legible

I study the mathematical structure of deep learning and how it connects to the hardware that runs it.

I’m a PhD student at MIT’s Laboratory for Information & Decision Systems, advised by Gioele Zardini. My work brings together category theory, neural network architectures, and GPU computing to make AI algorithms easier to understand and more efficient to run.

Interactive diagram

Investigate the DeepSeek-V4.1-Flash model, algebraically expressed

Explore the diagram
Preview of the DeepSeek neural circuit diagram