Chapter 4. The ladder is breaking at the entry and middle

Practicum page for Chapter 4 of When Intelligence Became Cheap. Version: 2026-06-10. Working Practicum address: https://cheap-intelligence.vercel.app/.

Why this page exists

AI removes more than unpleasant routine. It also removes some of the tasks that once helped people enter a profession and grow into its middle. This page turns that idea into practical checks. What is happening to your ladder? Where is it becoming fragile? Which step must you deliberately keep for people?

What to do in 30 minutes

  1. Complete the ladder self-diagnosis: entry, middle, and top.
  2. If you lead a team, check it with the 3C apprenticeship audit.
  3. Keep Ladder Watch nearby for current facts and updates.

Who this is for

Role Main question Artifact
Student / junior How can I prove I belong when simple tasks are already automated? a small public result: a review, template, prototype, or short research note
Mid-level specialist Where do I merely pass work along, and where do I own the result? one shift from handoff to ownership
Manager Where does the next person grow inside the team? a learning task + a person who owns the newcomer's growth
Chapter 4. The ladder is breaking at the entry and middle