Portrait of Pascal Berrang

SASH Stream

Pascal Berrang

Lead Researcher, Verification, SASH

Bio

Pascal leads SASH's technical work on AI verification and is an Associate Professor in Computer Security at the University of Birmingham. He brings over a decade of security and privacy research, recognised with an NDSS Distinguished Paper Award, and blockchain R&D since 2017, which is where his zero-knowledge proof expertise comes from. He previously co-founded Zeroth Research, an ARIA-funded non-profit working on provable AI safety.

Projects

Provisional list, to be updated.

  • Integrating non-dense LLM architectures into zero-knowledge proof systems
  • Running experiments to understand how to apply ZKPs in the production inference stack (e.g., using differnet tokenization and quantisation methods)
  • Applying ZKPs of inference to AI agents (similar to zkAgents)