Admittedly I'm not an expert on 19th century Victorianism nor US politics, but this anecdote doesn't make me think any less of LLM's in the least, and I don't see why I should expect different behaviour than what you describe, especially on complex topics
Rastonbury|1 month ago
By now I have somewhat stopped relying on LLMs for point of view on latest academic stuff. I don't believe LLMs are able to evaluate paradigm shifting new studies against their massive training corpus. Thinking traces filled with 'tried to open this study, but it's paywalled, I'll use another' does not fill me with confidence that it can articulate a 2025 scientific consensus well. Based on how they work this definitely isn't an easy fix!