THE JOURNAL.
How we think about technology, operations, compliance, and the space between them.
Architecture · Methodology · Aviation · Perspectives
Review of Methodologies for AI Risk Management: EASA, NIST AI RMF and HUDERIA
Traditional risk methods fall short for probabilistic AI. Here is how NIST AI RMF, EASA DS.AI, and HUDERIA complement each other — and why a layered approach beats picking a single framework.
The Layer We've Been Missing
Every system has UI, application logic, and backstage CLI. MCP is a new layer: plain language over the capabilities you already built — without replacing your stack.
Why RAG Is Not Only Retrieval-Augmentation-Generation
The RAG acronym hides complexity. Here is what a production pipeline actually needs — beyond retrieval, augmentation, generate.
The cybersecurity problem is organisational
Cybersecurity is organisational. In aviation, that is a safety issue — and Part-IS embeds information security in the safety management system.