Instruction: Examine the importance of model interpretability in LLMs, particularly in scenarios involving critical decision-making.
Context: This question aims to explore the candidate's perspective on the significance of interpretability in LLMs when used in contexts where decisions have substantial consequences.
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The way I'd explain it in an interview is this: In high-stakes settings, limited interpretability makes it harder to justify the model's role, detect hidden failure modes, and give affected people meaningful recourse. That does not automatically rule out LLMs, but it raises the bar...