☕️ Sunday Sharing: How to Build a Virtual Learner to Stress-Test Your Learning Design with AI

This week I built an AI 'virtual learner'—a realistic persona that reviews training like an actual learner.

I fed it an outline for a 45-minute compliance module. The feedback was brutal but priceless.

Here's the 4-step process I used 👇

🪜 Step 1: Collect Real Learner Signals

Grab any 3–5 of these data points:

  • Role info > job descriptions or ads
  • Real quotes > surveys, interviews, Slack, feedback forms
  • Basic context > devices, time, environment
  • Performance clues > common errors, KPIs,…