For educators

Teach students what to build after AI removes the grind.

A plug-and-play classroom module based on After the Grind and the Human Work Spectrum assessment. Built for business schools, career readiness courses, capstones, and professional development sessions.

The old career ladder depended on the grind.

Students were told routine work would teach them how to become valuable. AI is now compressing or automating much of that work. The classroom needs a new way to teach professional identity, judgment, and human contribution.

A complete class session in one kit.

Students take the assessment before class, arrive with their top archetypes, then use the session to connect the 4I Framework to real career choices and an actionable 30-day development plan.

Best fit Upper-division business courses, career centers, first-year experience, executive education, AI and society modules.
Time 45-minute lecture, 75-minute class plan, or 90-minute workshop.
Student output A post-grind value plan tied to each student's top archetypes.

Students leave with language and a plan.

  • Explain why AI changes entry-level work and career development.
  • Describe the 4I Framework of human value.
  • Identify their top Human Work Spectrum archetypes.
  • Define one skill, one habit, and one AI boundary to practice for 30 days.

Run a pilot and send feedback.

This is the first working version. The goal is to test it in real classrooms, improve the materials, and build toward class-level reporting and educator accounts.

Pilot Email Template