AI Safety Practitioner Diagnostic
Understand your AI safety
practitioner profile
A 10-minute diagnostic that maps your strengths and blind spots across four dimensions of responsible AI practice. Designed for professionals who use, deploy, or oversee AI at work.
Four dimensions
A profile, not just a score
SAGU assesses your AI concepts, how you think about risk, values, controls, and competent use in real-world settings.
Risk recognition, uncertainty handling, and escalation in high-stakes AI contexts.
Goals, stakeholder values, ethical tradeoffs, and whose interests AI should serve.
Controls, monitoring, fallback mechanisms, and responsible deployment discipline.
Mental models of AI, verification habits, and calibrated, responsible use.
Why it matters
Familiarity is not the same as competence
Familiarity with AI tools is not the same as responsible AI practice. SAGU shows you the difference, specifically for you.
The gap most people miss
Most practitioners who use AI daily have never had their thinking formally evaluated. Confidence and competence are not the same thing.
Real people bear the cost
Errors in high-stakes AI contexts do not just fail systems. They affect hiring decisions, financial access, healthcare triage, and more.
Your blind spot is rarely obvious
Your weakest dimension is almost never the one you suspect. SAGU surfaces it with evidence, not guesswork, so you know exactly where to grow.
What you will receive
Your results, explained
After completing the diagnostic, you get a layered practitioner report: not just a score, but a structured picture of how you think and act around AI safety.
Practitioner archetype
One of eight named profiles reflecting your dominant AI safety orientation and real-world habits across all four dimensions.
Calibrated dimension scores
Scored results for all four SAGU dimensions with maturity band labels: Emerging, Developing, Proficient, or Advanced.
Strengths & blind spots
A written narrative of what you bring to responsible AI work and the specific gaps most likely to affect your practice.
Personalised next step
A targeted recommendation based on your lowest dimension, with curated resources from ARENA, AI Safety Atlas, and METR ARC Evals.
Before you begin
Enter your email address
Your practitioner profile will be sent to your email after you complete the AI SAGU diagnostic. This also allows EDNOV8 AI to follow up with relevant support based on your results.
Safety
This section focuses on how you recognize risk, respond to uncertainty, and think about harm in real-world AI use.