Everything tagged this way, in Developer.
A chatbot can invent the author or page behind a footnote, and my own proofread let nine errors reach a journal editor. This is how I rebuilt academic-writer around checks that are code, what they measured, and how you can install it and run them yourself.
I build and maintain religousphilosophy.com, a Hebrew site for teaching Jewish philosophy, with agents, and one day it told visitors a playlist did not exist while all its videos sat in the content system. What I learned: check each layer before you trust a page, and test plain retrieval against a memory product before you build a chat on one.
Yotam Fromm
