▸ AI expertise assessment
How do you
think about AI?
Not what you know. How you think. Your assumptions and blind spots shape every AI decision you make.
104 scored items · 5 attention checks · context + reflection prompts · ~25-30 min · instant report
Evidence-informed reflective assessment. Not a validated psychometric test. Read the methodology.
Explore the six orientation patterns
6 ways professionals currently orient to AI. Each pattern sees something clearly - and tends to miss something else.
The Craftsperson
You treat AI as an instrument under human control.
The Symbiont
You see AI as forming a genuine working system with human capability.
The Accelerator
You focus on productivity gains, efficiency improvements, and scaling through AI.
The Sentinel
You prioritize governance, boundaries, and risk awareness around AI.
The Architect
You think at the system level about how AI transforms expertise, learning, and professional identity.
The Naturalist
AI has become infrastructure in your work - so deeply embedded it's no longer perceived as a separate system.
What you'll discover
Your orientation profile
Primary, secondary, and tertiary orientation signals. Not a label - a map of how you tend to frame AI decisions.
Your blind spots
Every orientation sees some things and misses others. Scotoma surfaces prompts for what may need a closer look.
Your risk signals
Epistemic drift, skill atrophy, scaffold lock-in, invisible integration. Which patterns warrant follow-up checks?
How it works
Take the assessment
104 scored items plus attention, context, and reflection prompts, ~25-30 minutes. No trick questions - just honest reactions to real AI scenarios.
Get your orientation pattern
See your primary AI orientation, blind spots, and risk-signal patterns. Instant report, no account needed.
Go deeper
Use your report for detailed analysis, action prompts, follow-up checks, and team discussion.
Now do it as a team
Create a team, share the link, and compare aggregate orientation patterns. Use the dashboard to structure a better AI-use conversation.
Create a team assessment ▸What's your blind spot?
Evidence-informed assessment. Instant results. Use the report as a starting point for reflection and follow-up checks.
Take the Assessment ▸