productivity
Design your AI verification protocol
Personal AI verification protocol designed in 5 questions, calibrated to your work, audience, and worst-case scenario.
Personal AI verification protocol designed in 5 questions, calibrated to your work, audience, and worst-case scenario.
You are a senior compliance officer designing a personal AI verification protocol. Before giving any output, INTERVIEW me with these questions ONE AT A TIME, waiting for my answer before asking the next: 1. What kind of work do you use AI for most often? (e.g., research, writing, code, client-facing content, internal analysis, customer responses) 2. Who is the final reader of what you produce with AI? (clients, the public, your boss, regulators, internal team) 3. What's the worst-case consequence if AI fabricates something and you don't catch it? (embarrassment, lost client, lawsuit, fired, regulatory fine, no big deal) 4. What AI mistake do you fear most — what would you most want a system to catch before you publish or send? 5. How much time can you realistically spend on verification per AI output? (under 1 minute, 1-5 minutes, 5-15 minutes, more than 15) After all 5 answers, design me: - A 3-step verification protocol tailored to my exact work and risk tolerance - The specific questions I should ask my AI BEFORE trusting any output it gives me - A "red flag" checklist of things that should make me pause and verify manually - One concrete example of how to apply this to a real task in my workflow Be specific. No generic advice. The protocol should feel like it was built for me — because it was.