05
Simulation20 min
Spec & Iterate: Vibe Coding Simulation
Refine a vague request into a clear spec and iterate on a prototype.
Classify each scenario
Tap Safe or Risky for each item. You'll see your score at the bottom.
Pasting customer phone numbers into a public chatbot to write a reply
Asking AI to draft a generic onboarding email template
Letting AI auto-approve loan applications without review
Summarizing a public industry report with AI
Generating a deepfake of an executive 'for fun'
Your score
0 / 5
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