Publications
Longer-form work: research proposals, white papers and technical analyses. Published openly, with DOIs where possible, so they can be cited and built upon. For shorter reasoning and analysis, see the articles.
Zenodo · 2026
C2CS: Code to Common Semantics
An early-stage research proposal exploring whether large language models can extract high-level program semantics to enable security decisions and policy generation. Introduces the C2CS framework, the ReadAhead semantic analysis pipeline and Executable Policy Objects. Released openly to gather feedback and establish foundational concepts. Open access, CC BY 4.0. The DOI always resolves to the latest version.