[anon291]

> LLM vendors should really make this clear but they don't because a magical thinking machine sells well.

Hold on though... modern LLM systems, like ChatGPT 4o et al do stop and think. The vendors are not selling LLMs. LLMs are an implementation detail. They're selling AI systems: the LLM in addition to the controlling software.