Return to the Archetypes
Archetype Profile — Edition 2026
The Scholar
Scientific inquiry and intellectual rigor
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What this means
Sees AI as a frontier for scientific inquiry and intellectual rigor. Values research, empirical evidence, and robust theoretical frameworks.
The Traits
- 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 you work
Engage in pilot design, assessment, and lessons-learned reviews. Leverage their expertise to set up meaningful metrics and success criteria.
Dealing with change
May delay action while seeking more data. Can struggle with ambiguity or practical constraints.
Things to watch for
Analysis paralysis - seeking perfect data before moving forward.
