Writing & Research - CalyxOS publishes technical writing, research notes, case studies, and white papers related to governed AI deployment, operational accountability, and real-world system design. Public materials are released selectively. Each document is grounded in actual deployments, operational analysis, or formal assessment work — not speculative commentary or marketing content. When published, materials may include:governance and authority frameworks, AI auditability and provenance analysis case studies from legal, healthcare, infrastructure, and enterprise environments, white papers and executive memoranda. This archive is intentionally limited. Content appears only when it is complete, defensible, and ready for use.