Discipline of Understanding

DIKW Hierarchy · 1 min read

A framework for thinking that builds upon and resolves some issues with the traditional DIKW Hierarchy model. The key distinction: understanding the process that enables transformation between layers.

• Data: Raw, unprocessed symbols. Numbers, characters, signals. No meaning attached.
• Information: Data with context, relevance, purpose, and organization.
• Knowledge (Draft): Information applied through agentic action. Synthesis, decision-making, building mental models.
• Wisdom (Draft): Knowledge tempered through time, trial, and error. Developing judgment, ethics, and long-term perspective.

Mentioned In

• Knowledge Doesn't Survive the Trip (And Neither Does Spock): "The better you practice the discipline of understanding your audience, their own mental models and past experience, the better you can encode your message for them."