This piece tackles a real limitation in how we use LLMs - getting confident-sounding single answers when we actually need weighted options to work with. Probabilistic multi-variant reasoning could be a game-changer for decision support systems where humans need to see the full landscape of possibilities, not just the model's "best guess."
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