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6.8
@ScottAdams
Innovation Research and Development US Department of Veterans Affairs
AI Fluency Score
6.8/10
Assessed 12/4/2025
Velocity
Generated 12/4/2025
Scott Adams is an instructional designer with a methodical approach to AI that's producing real results. He's built systematic workflows that compress course development from 10+ hours to roughly two, created verification processes with multiple quality gates, and developed documentation his peers actually use. His strength lies in structured thinking—he iterates with precision, catches gaps others miss through deep domain expertise, and knows when to reframe rather than endlessly refine.
These capabilities position him to tackle increasingly complex instructional challenges where AI augments rather than replaces professional judgment. His multi-layered verification approach—self-review, peer validation, cross-engine checking—reflects someone building sustainable practices, not just chasing shortcuts.
The workflows he's sharing with colleagues suggest someone whose influence extends beyond his own productivity.