I ran Qwen 14b distillation of Deepseek locally once and created a console app and recoiled in horror at how powerful those things are. The problem is that humans are not designed for default deny mental processing, and so I am not optimistic about long range effects since the hallucination aspect can never be eliminated. No one is going to check everything for errors. A single error in some spreadsheet formula or code somewhere can have catastrophic consequences for years compared to what could have been. I see the transition from expert systems to language models to be a travesty foisted upon mankind. Pushing efforts to drive such language model outputs into data wrangling and analysis is especially heinous because that affects humans' very lives and ability to thrive or survive, or even face criminal consequences.