Unverified50% confidenceFactExact time
During inference, model weights are frozen, and the model is merely managing context rather than converting present experience into persistent model knowledge.
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50%
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Long-term
Relevance
10/6/2026
First Seen
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Related Claims
UnverifiedThe outdatedness of a model's values is not merely a knowledge gap problem; what is hardened is the model's cognitive structure for analyzing problems and its logic of judgment.80% similarUnverifiedA frozen model refers to a model whose weight parameters all remain unchanged during the inference phase, with no fine-tuning, adapter training, or online learning performed.79% similarUnverifiedThe parameter count of traditional large language models is fixed once training is complete, and the model's knowledge is frozen in the weight matrices77% similarUnverified对齐后的模型在处理假设性推理和角色扮演任务时倾向于提前引入免责声明或主动中断对话流，这些行为在基座模型中几乎不存在76% similarUnverifiedWhen the control layer is harder to maintain than model reasoning, that is itself a signal that decision-making authority should be handed to the model.75% similar
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