Now published in open access! Your one-stop shop for the philosophy of language models. It's the spiritual descendant of our two-part preprint from 2024, fully updated. This should be particularly useful for anyone looking for an entry point into this rapidly growing field.
The success of large language models (LLMs) across many domains of AI research has generated intense debate. Some attribute their impressive performance on complex tasks to human-like linguistic and ...
In short, I think the field focused too much on interference and negative effects of other tasks, and didn't focus enough on how learning could positively transfer in the future. Check out the post for the full perspective!
