So whilst writing my blog and doing some analysis to support it - I encountered an interesting issue.

I use AI as a research assistant and logic checker - I was looking at whether households over their life time contribute more to the state than they receive back. The initial result raised some questions so I went checking and discovered why

You Should Never Trust A Computer Blindly.

https://hysnapsmusicandmentalhealth.wordpress.com/2025/12/01/computer-says-why-you-should-never-trust-a-computer/