I don't agree. The recent emergent behavior displayed by LLMs and test-time scaling (10x YoY revenue for Anthropic) is worth some hype. Of course, you are correct that most people who rally behind AGI do not understand the fundamental limitations of next-token prediction.
The "fundamental limitations" being what exactly?