AI Productivity · AI-VERIFY
Verifying AI Output
Spotting hallucinations, subtle bugs and unsupported claims in seeded outputs; writing a test or check
What will be measured
- Format
- Hands-on: spot, mcq tasks. No trivia — you do real tasks.
- Domains
- Hallucinations · Bugs · Checks
- Duration
- about 15 minutes
- Levels examinable
- L1–L5
- AI policy
- AI allowed (and expected)
- Scoring
- Correctness first; efficiency (time, keystrokes, steps vs an expert reference) adds a bounded bonus. Graders check outcomes, so any valid approach passes.
- Credential
- Module badge, valid 24 months. $29 per certification attempt; practice is free.
Level definitions
- L1Foundation. Spot obvious errors
- L2Proficient. Between Foundation and Advanced
- L3Advanced. Find subtle bugs and unsupported claims
- L4Expert. Between Advanced and Master
- L5Master. Writes checks that catch errors automatically
Integrity and privacy — no surprises
- Standard mode (L1–L3 on your public certificate): email verification, focus/tab detection, keystroke timing telemetry, randomized parameterized tasks, server-side timer.
- Proctored mode (required for public L4–L5): government ID and selfie check, webcam snapshots and optional screen share, reviewed only if a session is flagged. Recordings are deleted after 90 days.
- Unproctored results are capped at L3 on the public certificate; you can book a proctored retake to confirm L4 or L5. Every certificate shows whether it was proctored.
- Retakes: wait 14 days per module, maximum 3 attempts per quarter. Your highest valid level shows on your profile.
- We never show raw keystrokes or video to employers. You own your results. Data notice
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- Customer Support · 4%
- Software Developer / Web QA · 4.35%
- Data Analyst · 5.2%
- Systems Administrator / SRE · 3.19%
- Solo Founder / One-Person Company · 10%