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okab.sgdm
"Algorithms for Decision Making" provides a comprehensive introduction to decision-making under uncertainty, covering various applications, methods, and theoretical foundations for constructing and implementing algorithms in diverse fields.
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看了下DeepSeek论文，做了点笔记和思考
DeepSeek降低训练成本会不会让算力需求下降？看历史就知道了，GPT4级别token价格在一年半之内降低了100~1000倍，也没有类似的担忧(如图)
AI算力通缩是必然现象，长线旋律就是十年加速六个数量级：软件/算法加速三个数量级，硬件加速三个数量级
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先从DeepSeek R1论文本身说起
Deepseek本身并没有像chatgpt o1那样做test time scaling获得更强推理能力，属于post-training后训练范畴，看起来和chatgpt o1不是一个路子(o1是推理的时候专门扩大“思考步骤”或“搜索过程"再挑出最优，推理时耗费比o4高几个数量级)，只... See more
Mofmi50years
The text discusses Thomas Szasz's argument that mental illness is a myth, critiquing the medicalization of mental health and emphasizing individual responsibility over coercive psychiatric practices.
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