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SWM outperforms traditional models in predicting how social beliefs shift after major events, revealing the hidden dynamics of societal change.
LLMs can now tap into arbitrarily long-term memories by retrieving "thoughts" – their own past reasoning steps – rather than just raw data, leading to significant performance gains.