Track
Faculty
Encode learning outcomes and audience before generating; defend every claim before it reaches students.
Worksheets
Practice the framework on paper
Two printable templates per track — an HI Entry Form to complete before you prompt, and an HO Checklist to complete before anything leaves your desk.
Track
Industry
Source authoritative inputs from SMEs; require named sign-off before any AI-assisted output reaches an employee or customer.
Track
Students
Bring your own ideas and real sources into HI; verify and rewrite under HO so the work is genuinely yours.
HI-HO Framework™ · Humans aided, not replaced · Created by Timothy M. Stafford, PhD