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A Category Theory Account of AI Identity
用范畴论的抽象语言，重新定义AI身份识别，为人工智能自我认知提供数学框架。
arXiv:2607.00220v1 Announce Type: cross Abstract: Artificial intelligence (AI) systems are routinely modified after deployment through retraining and …
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Seventy years of mathematics built the thing we call AI
七十年数学积淀如何铸就今日AI，一篇从历史视角理解人工智能根基的深度回顾。
Article URL: https://medium.com/@reza.farzaneh/the-long-way-to-the-room-068a1ee894a1 Comments URL: https://news.ycombinator.com/item?id=48279773 Point…
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An interactive linear algebra primer aimed at LLM readers
交互式线性代数入门，专为LLM读者设计，让抽象数学直观易懂。
Article URL: https://algo-rhythm.dev/en/ Comments URL: https://news.ycombinator.com/item?id=48245604 Points: 6 # Comments: 0
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Approximation Theory for Neural Networks: Old and New
从经典到前沿，这篇综述系统梳理了神经网络逼近理论的关键成果与最新进展，是理论研究者不可错过的深度参考。
arXiv:2605.21451v1 Announce Type: new Abstract: Universal approximation theorems provide a mathematical explanation for the expressive power of neural…
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Deep Learning Alternatives of the Kolmogorov Superposition Theorem
探索KST替代公式作为神经网络设计新范式，挑战经典数学定理的深度学习实践
arXiv:2410.01990v3 Announce Type: replace Abstract: This paper explores alternative formulations of the Kolmogorov Superposition Theorem (KST) as a fo…