ASIL

Leo Talks Systems Thinking

Nov 11, 2026 · R&D Management

Six-Layer Knowledge System: How Engineers Escape Fragmented Learning

This article presents a six-layer framework — Concept, Framework, Principle, Process, Method, and Entry Points — for engineers to build coherent knowledge systems, using functional safety examples (ASIL, ASPICE, V-model) to show how each layer transforms fragmented learning into reliable judgment for complex technical decisions.