All Archetypes
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The Scholar

Scientific inquiry and intellectual rigor

Overview

Sees AI as a frontier for scientific inquiry and intellectual rigor. Values research, empirical evidence, and robust theoretical frameworks.

Key Characteristics

  • Grounds decisions in evidence and analysis
  • Keeps hype in check with data and systematic study
  • Fosters continuous learning and improvement
  • Values peer-reviewed research and validation

How to Engage This Archetype

Engage in pilot design, assessment, and lessons-learned reviews. Leverage their expertise to set up meaningful metrics and success criteria.

Response to Change

May delay action while seeking more data. Can struggle with ambiguity or practical constraints.

Potential Blind Spots

Analysis paralysis - seeking perfect data before moving forward.

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