Llm, Dataset, Open Source.
(e.g., Llama-2, Mixtral-8x7B) struggle with the complex functions required for data-driven discovery: multi-step planning, code generation, and data analysis. Crucially, LLMs often suffer from output hallucinations, exacerbated by issues of memorization and superposition — most problematic during