A Forecaster research draft
By Kevin L. Michel
Digital PDF edition
AI & tomorrow · COMPLETE RESEARCH DRAFT
The Missing First Rung
Starting a career in the age of AI
A complete research draft about gaining paid access to work, learning judgment and showing credible experience as AI changes junior tasks. Ten chapters connect careful labor-market evidence, practical work examples, learning research and tested entry programs with three original figures and two original poems.
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Contents
- The Experience You Cannot Get
- What the Hiring Numbers Can Tell Us
- How Judgment Grows
- Proof You Can Explain
- Learn With the Tool Beside You
- A Paid Chance to Learn
- The Time It Takes to Teach
- Open the Door Wider
- Make Your Next Attempt Count
- A Working World That Lets People Begin
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A proposed exploration of the questions raised by the research below.




