After a LinkedIn post about AI hallucinations generated 166 comments, I realized: everyone was right, but talking about completely different problems.

This breaks down five perspectives (practitioners, displaced workers, engineers, educators, skeptics) and what each reveals that we're not discussing:

  - The verification paradox (if you can verify it, you could probably do it yourself)
  - Three zones of AI appropriateness (Green/Yellow/Red)  
  - Why AI hallucinations are structurally different from human errors
  - The human capital problem (if AI does junior work, where do seniors come from?)