Relative Importance of Themes in the Article
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Benefits
Risks
Process
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Benefits
Risks
Process Changes
AI liberates low-value tasks
10.0
AI liberates low-value tasks
10.0
Efficiency gains (10x-1000x)
9.2
Efficiency gains (10x-1000x)
9.2
AI as a creative amplifier
9.0
AI as a creative amplifier
9.0
Integration of multifaceted dimensions
8.2
Integration of multifaceted dimensions
8.2
From linear to organic processes
8.1
From linear to organic processes
8.1
Handling complexity & cognitive load
8.0
Handling complexity & cognitive load
8.0
Shift from wait-and-see to expectation
7.2
Shift from wait-and-see to expectation
7.2
Risk: stopping at partial output
7.0
Risk: stopping at partial output
7.0
AI as an accelerator
6.2
AI as an accelerator
6.2
Offloading groundwork
6.1
Offloading groundwork
6.1
Expanding research with AI
6.0
Expanding research with AI
6.0
Experimenting with creative tools
5.9
Experimenting with creative tools
5.9
Surfacing hidden correlations
4.8
Surfacing hidden correlations
4.8
Risk: unverified outputs
4.2
Risk: unverified outputs
4.2
Risk: tunnel vision without feedback
4.1
Risk: tunnel vision without feedback
4.1
Shifting norms & expectations
3.2
Shifting norms & expectations
3.2
AI fluency as differentiator
3.1
AI fluency as differentiator
3.1
Curiosity > mastery
2.2
Curiosity > mastery
2.2
Not using AI = handicap
2.1
Not using AI = handicap
2.1
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Relative Importance (1-10 scale)
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