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Good judgement

As explained in Data Storytelling with Altair and AI

Good judgment is the ability to evaluate a situation from multiple perspectives, weigh risks and benefits, and choose an informed course of action.

Good judgment weighs a situation’s benefits, risks, perspectives, and possible outcomes before choosing an informed course of action. It turns knowledge and experience into wise decisions. section 9.1

Sound decisions also need an ethical framework. Anchoring action to values and principles helps prevent expedient choices from causing unintended harm or being misinterpreted. section 9.1.3

Common ethical frameworks guide good judgment in different ways:

  • Utilitarianism seeks the greatest happiness for the greatest number. section 9.1.3
  • Deontology evaluates actions through moral rules or duties, regardless of consequences. section 9.1.3
  • Virtue ethics emphasizes qualities such as courage, honesty, and compassion. section 9.1.3
  • Care ethics emphasizes relationships, empathy, and responding to people’s needs. section 9.1.3

From idea to ethically grounded action

A practical workflow uses ChatGPT to generate preliminary ideas from a scenario, question, and requested number of answers; external sources then verify feasibility, and the content is revised within a chosen ethical framework. section 9.1.2 section 9.1.3

Figure 9.1 The DIKW pyramid enriched with the components of wisdom
figure

Use the enriched DIKW pyramid to see good judgment as one component of wisdom alongside knowledge synthesis and experience. section 9.1

How Data Storytelling with Altair and AI covers it

How deep it goes
Defines judgment, lists four ethical frameworks, and outlines idea generation, verification, and revision without detailing their implementation.
Examples
Uses ChatGPT prompts, external verification, ethical frameworks, and an enriched DIKW pyramid as teaching artifacts.
What it assumes
Assumes knowledge and experience as foundations for wisdom while defining good judgment and ethical frameworks explicitly.
What you can do after
Evaluate options from multiple perspectives, verify proposed ideas, and revise actions against an ethical framework.
How it connects
Connects wisdom with knowledge, experience, knowledge synthesis, decision making, ethics, and ethical frameworks.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Data Storytelling with Altair and AI. The section links point to the parts of the book it draws on.