Part 1/10:
The Evolution and Future of Large Language Models (LLMs)
The recent surge in the capabilities of Large Language Models (LLMs) has not only captured public imagination but has also prompted widespread agreement among experts that these technologies are poised to fundamentally alter societal structures. The size and sophistication of each new iteration of LLMs seem to support the notion that simply scaling up these models will lead to an unambiguous increase in their efficiency and usefulness, potentially surpassing human intelligence. However, this assumption is fraught with complexities that challenge conventional wisdom in statistical learning theory.