Wisdom

As explained in The Creative Programmer

Wisdom is a coherent understanding that emerges when meaningful paths connect multiple insights.

What turns scattered observations into wisdom? First, loose data becomes information, then knowledge through relationships, and insight through novel connections. Wisdom emerges when a meaningful path links several insights. section 7.4.1

Developing wisdom involves two complementary habits:

• Collect the dots: gather input through experience, practice, and lively discussion with others. section 7.4.1
• Connect the dots: personally find meaningful relationships among ideas that may initially seem unrelated. section 7.4.1

A programmer’s train of thought

Pair programming can expose the difference between collecting and connecting. An expert may have a richly connected understanding but explain too few intermediate steps, while a novice struggles to keep up. Shared input helps, but meaningful synthesis remains personal. section 7.4.1

Figure 7.5 The evolution of seemingly loose data to insight and wisdom. Based on ideas of the Gapingvoid Culture Design Group.

Trace the visual progression from loose data through information, knowledge, and insight to wisdom. section 7.4.1

How The Creative Programmer covers it

How deep it goes

Defines wisdom through a data-to-insight progression but leaves external influences and feedback as possible additions.

Examples

Uses foreign-key relationships, pair programming, lively discussion, and a collect-and-connect-dots metaphor.

What it assumes

Builds from loose data through information, knowledge, and insight before defining wisdom.

What you can do after

Practice collecting input with others and personally connecting it into meaningful insights.

How it connects

Ties wisdom to data, information, knowledge, insight, experience, practice, and collaborative input.

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Also explained in

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  Data Storytelling with Altair and AIWisdom is knowledge enriched with ethics that supports action and suggests subsequent steps.

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Related concepts

• domain knowledgeproduced by · Domain knowledge is specialized understanding of the concepts, facts, practices, relationships, and constraints of a particular subject area.
• call-to-actionuses · A call to action is a statement or interface element that explicitly prompts an audience or user to perform a desired action.
• good judgementhas part · Good judgment is the ability to make sound decisions by evaluating evidence, context, risks, benefits, and consequences.
• DIKW hierarchypart of · The DIKW hierarchy is a conceptual framework organizing data, information, knowledge, and wisdom as progressively interpreted forms of understanding.

This explainer was generated by Manning's knowledge graph from the text of The Creative Programmer. The section links point to the parts of the book it draws on.