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Why can’t an LLM be assumed to produce “unbiased” output by default?

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1. Why can’t an LLM be assumed to produce “unbiased” output by default?

It deliberately injects randomness to seem more human

It has no training data at all, so its answers are pure guesses

It is programmed with a fixed set of biased rules by its developers

It learns only from patterns in its training data, which can carry real-world imbalances and stereotypes

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