Example: Validating “correctness”
Application Logic
LLM Logic
Prompt
LLM API
Raw Output
Verification Logic
Provenance
Profanity
Peer Instructions
How do I change my password?
Raw LLM Output
1. Log into your account.
2. Go to user settings by clicking on the top left corner.
3. Click change password.
Guardrails AI
AI text/layout recreation from video frame; verify against source image.