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AI Vulnerability Study

Will AI Replace Me?

Discover your exposure to AI displacement and identify your most durable professional capabilities. Take a 6-minute assessment grounded in original research across thousands of professionals.

6 min Assessment time
1,204+ Responses
Free Always
Why This Research

AI Is Reshaping Knowledge Work. We're Measuring How.

Most of what you hear about AI and jobs is speculation. This research crowdsources real-world facts and preferences from thousands of professionals — so evidence drives the conversation, not opinion.

Evidence, Not Hype

Corvair is building the largest independent dataset on how AI is actually affecting knowledge workers — not how vendors say it will.

You Get Real Answers

This isn't a lead-gen quiz. You receive a genuine, personalized archetype with peer benchmarks and actionable next steps — immediately, with no paywall.

Your Data Helps Everyone

Every response strengthens the dataset. Corvair publishes aggregate findings openly so professionals, teams, and organizations can plan with real data.

Independent & Private

This research is independent of any engagement. Your responses are anonymized and your individual results are never shared.

What You'll Discover

Your Complete AI Exposure Profile

The assessment delivers four essential insights to help you understand and navigate AI's impact on your work.

How It Works

Three Steps to Clarity

Your Data Is Safe

Responses are anonymized for research. We never share individual data
Results are yours. Only you see your personal scores and archetype
You can participate without an account or email
Read our full privacy policy →
View the research methodology →

Want to Save Your Results?

Optional. You'll still see your full results either way. But if you'd like to compare your archetype to peers or track changes over time, saving to an account unlocks more features.

Takes about 6 min. You'll see your results immediately.

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Context Assessment Feedback
Before we start: We need a bit of context about your role so we can tailor the questions and compare your results to similar professionals. This takes about 30 seconds.
About You
Current work status
Role level
Primary function
Industry sector
Organization size
Country
Years of professional experience
Optional Details

These help us build richer benchmarks. You can skip this and go straight to the assessment.

Work arrangement optional
Team or cohort size optional
AI decision authority in your role optional
Age range optional
Highest education level optional
How did you hear about this study? optional
Question 12 of 18
About Your Work
How much of your typical workday involves tasks that could be performed by current AI tools?
Almost none (less than 10%)
A small portion (10-25%)
A moderate amount (25-50%)
A significant portion (50-75%)
Most of my work (75%+)
Almost Done — Quick Feedback

Your assessment is complete! Before we show your results, two quick optional questions to help improve this research.

How was the experience? optional
Not greatExcellent
In one sentence, what is the biggest AI-related challenge you face at work? optional

Thank You for Contributing to This Research

Here are your personalized results, based on 1,204 responses so far.

Archetype
Scores
Benchmarks
Actions
Continue Your AI Assessment

Your Multi-Study AI Position Map

Each study reveals a different dimension of how AI is reshaping your work. Take all three active studies to build your complete AI Position Map.

For Teams and Advanced Exploration

Scaling insights from individuals to teams? The Corvair Research Dashboard lets organizations benchmark adoption, identify structural friction, and strategize AI transformation at scale.

Team Benchmarking
Cross-Study Insights
Position Map
Research Methodology

This is a research study and results are provided for informational purposes only. Archetype assignments, scores, benchmarks, and recommendations are based on self-reported data and statistical modeling. They may not fully capture your individual circumstances and should not be treated as professional advice. Methodology and limitations are described in our research methodology documentation.