Chapter 5 introduction build errors

Bug Described
Fixes the introduction build errors in chapter 5

Screenshot
<img width="1710" height="1107" alt="Image" src="https://github.com/user-attachments/assets/751f258d-bff1-4bfd-b000-893b7ccde0ef" />

