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Tag: deep neural networks

  • Schneier on Security: Implementing Cryptography in AI Systems

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    Kurt Seifried
    in

    Source URL: https://www.schneier.com/blog/archives/2025/02/implementing-cryptography-in-ai-systems.html Source: Schneier on Security Title: Implementing Cryptography in AI Systems Feedly Summary: Interesting research: “How to Securely Implement Cryptography in Deep Neural Networks.” Abstract: The wide adoption of deep neural networks (DNNs) raises the question of how can we equip them with a desired cryptographic functionality (e.g, to decrypt an encrypted input,…

  • Hacker News: Why AI reminds me of cloud computing

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    Kurt Seifried
    in

    Source URL: https://bitmasonsllc.blogspot.com/2025/01/why-ai-reminds-me-of-cloud-computing.html Source: Hacker News Title: Why AI reminds me of cloud computing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the historical and current significance of AI, particularly focusing on large language models (LLMs), while drawing parallels with the evolution of cloud computing. It emphasizes the unpredictability of technological…

  • Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need

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    system automation
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    Source URL: https://arxiv.org/abs/2412.11768 Source: Hacker News Title: No More Adam: Learning Rate Scaling at Initialization Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel optimization technique called SGD-SaI that enhances the stochastic gradient descent (SGD) algorithm for training deep neural networks. This method simplifies the process…

  • Cloud Blog: Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine

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    system automation
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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/moloco-uses-gke-and-tpus-for-ml-workloads/ Source: Cloud Blog Title: Moloco: 10x faster model training times with TPUs on Google Kubernetes Engine Feedly Summary: In today’s congested digital landscape, businesses of all sizes face the challenge of optimizing their marketing budgets. They must find ways to stand out amid the bombardment of messages vying for potential customers’ attention.…