The Agent Training Session

Design a training session on safe AI use for agents.

Audience size and experience: [DESCRIBE]
Duration: [MINUTES]
Their current AI use: [DESCRIBE]

Produce:
1. An opening that makes the risk concrete — a realistic scenario
   where an agent generates a violation without intending to
2. The three rules every agent must remember
3. A live demonstration: generate a listing description with a
   naive prompt, review it together, count the problems
4. The same property with a proper constraint block — compare
5. The compliance review pass, demonstrated
6. Hands-on exercise: agents review three pieces of copy and find
   the issues
7. The invented-facts problem, demonstrated with a real example
8. A one-page takeaway card with the constraint block on it
9. Three check questions

Tone: practical, not alarmist. The goal is agents who use these
tools well, not agents who are afraid to use them and do it
secretly instead.