This is not the core issue. The core issue is that the LLM has to autonomously and in general way figure out that it is natively not well adapted to do this task in its head, that it doesn’t succeed in doing so, and that it should do this and that instead to solve it.
LLM Self-Awareness in Task Adaptation and Problem-Solving
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