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Tag: optimization

  • AWS News Blog: DeepSeek-R1 models now available on AWS

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    Kurt Seifried
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    Source URL: https://aws.amazon.com/blogs/aws/deepseek-r1-models-now-available-on-aws/ Source: AWS News Blog Title: DeepSeek-R1 models now available on AWS Feedly Summary: DeepSeek-R1, a powerful large language model featuring reinforcement learning and chain-of-thought capabilities, is now available for deployment via Amazon Bedrock and Amazon SageMaker AI, enabling users to build and scale their generative AI applications with minimal infrastructure investment to…

  • Simon Willison’s Weblog: Mistral Small 3

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/30/mistral-small-3/#atom-everything Source: Simon Willison’s Weblog Title: Mistral Small 3 Feedly Summary: Mistral Small 3 First model release of 2025 for French AI lab Mistral, who describe Mistral Small 3 as “a latency-optimized 24B-parameter model released under the Apache 2.0 license." More notably, they claim the following: Mistral Small 3 is competitive with larger…

  • Hacker News: Mistral Small 3

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    Kurt Seifried
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    Source URL: https://mistral.ai/news/mistral-small-3/ Source: Hacker News Title: Mistral Small 3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Mistral Small 3, a new 24B-parameter model optimized for latency, designed for generative AI tasks. It highlights the model’s competitive performance compared to larger models, its suitability for local deployment, and its potential…

  • The Register: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/29/linux_kernel_tweak/ Source: The Register Title: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say Feedly Summary: Not bad for 30 lines of code Hardware keeps getting faster, but it’s still worth taking a step back periodically and revisiting your code. You might just uncover a little tweak that wrings…

  • Hacker News: Case Study: ByteDance Uses eBPF to Enhance Networking Performance

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    Kurt Seifried
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    Source URL: https://ebpf.foundation/case-study-bytedance-uses-ebpf-to-enhance-networking-performance/ Source: Hacker News Title: Case Study: ByteDance Uses eBPF to Enhance Networking Performance Feedly Summary: Comments AI Summary and Description: Yes Summary: The case study discusses Bytedance’s implementation of eBPF technology to enhance the performance and stability of its data center networking solutions. By transitioning to netkit, an eBPF-powered networking device, Bytedance…

  • Hacker News: Show HN: DeepSeek vs. ChatGPT – The Clash of the AI Generations

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    Kurt Seifried
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    Source URL: https://www.sigmabrowser.com/blog/deepseek-vs-chatgpt-which-is-better Source: Hacker News Title: Show HN: DeepSeek vs. ChatGPT – The Clash of the AI Generations Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text outlines a comparison between two AI chatbots, DeepSeek and ChatGPT, highlighting their distinct capabilities and advantages. This analysis is particularly relevant for AI security…

  • Cloud Blog: Adversarial Misuse of Generative AI

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/threat-intelligence/adversarial-misuse-generative-ai/ Source: Cloud Blog Title: Adversarial Misuse of Generative AI Feedly Summary: Rapid advancements in artificial intelligence (AI) are unlocking new possibilities for the way we work and accelerating innovation in science, technology, and beyond. In cybersecurity, AI is poised to transform digital defense, empowering defenders and enhancing our collective security. Large language…

  • Hacker News: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX

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    Kurt Seifried
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    Source URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/deepseeks-ai-breakthrough-bypasses-industry-standard-cuda-uses-assembly-like-ptx-programming-instead Source: Hacker News Title: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX Feedly Summary: Comments AI Summary and Description: Yes Summary: DeepSeek’s recent achievement in training a massive language model using 671 billion parameters has garnered significant attention due to its innovative optimizations and the use of Nvidia’s PTX programming. This breakthrough…

  • Hacker News: Multi-head latent attention (DeepSeek) and other KV cache tricks explained

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    Kurt Seifried
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    Source URL: https://www.pyspur.dev/blog/multi-head-latent-attention-kv-cache-paper-list Source: Hacker News Title: Multi-head latent attention (DeepSeek) and other KV cache tricks explained Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advanced techniques in Key-Value (KV) caching that enhance the efficiency of language models like ChatGPT during text generation. It highlights how these optimizations can significantly reduce…

  • Slashdot: Apple Chips Can Be Hacked To Leak Secrets From Gmail, ICloud, and More

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    Kurt Seifried
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    Source URL: https://it.slashdot.org/story/25/01/28/2140207/apple-chips-can-be-hacked-to-leak-secrets-from-gmail-icloud-and-more?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Apple Chips Can Be Hacked To Leak Secrets From Gmail, ICloud, and More Feedly Summary: AI Summary and Description: Yes Summary: The text discusses newly discovered vulnerabilities in Apple-designed chips that potentially leak sensitive data through side-channel attacks leveraging speculative execution. It highlights significant security issues that pose risks…