Experimental News Clipping Site

Tag: scaling

  • Hacker News: Scaling to users requires Synapse Pro

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    Kurt Seifried
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    Source URL: https://element.io/blog/scaling-to-millions-of-users-requires-synapse-pro/ Source: Hacker News Title: Scaling to users requires Synapse Pro Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the differences between Synapse Pro and the community version of Synapse for Matrix deployments, emphasizing Synapse Pro’s architecture tailored for high-scale applications. It outlines significant performance improvements through the use…

  • Hacker News: Cosine Similarity Isn’t the Silver Bullet We Thought It Was

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    Kurt Seifried
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    Source URL: https://www.shaped.ai/blog/cosine-similarity-not-the-silver-bullet-we-thought-it-was Source: Hacker News Title: Cosine Similarity Isn’t the Silver Bullet We Thought It Was Feedly Summary: Comments AI Summary and Description: Yes Summary: The study from Netflix and Cornell University critically examines the use of cosine similarity in measuring the similarity of embeddings, revealing potential flaws and arbitrary results that could mislead…

  • Simon Willison’s Weblog: Quoting gwern

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Jan/16/gwern/#atom-everything Source: Simon Willison’s Weblog Title: Quoting gwern Feedly Summary: […] much of the point of a model like o1 is not to deploy it, but to generate training data for the next model. Every problem that an o1 solves is now a training data point for an o3 (eg. any o1 session…

  • CSA: Use Zero Trust to Fight Against AI-Generated Attacks

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    Kurt Seifried
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    Source URL: https://hub.illumio.com/briefs/ai-generated-attacks-are-here-zero-trust-is-how-we-fight-back Source: CSA Title: Use Zero Trust to Fight Against AI-Generated Attacks Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses the rising trend of generative AI (GenAI) being weaponized by cybercriminals, emphasizing the inadequacy of traditional cybersecurity methods to confront these emerging threats. It advocates for the Zero Trust security…

  • Hacker News: Anthropic achieves ISO 42001 certification for responsible AI

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    Kurt Seifried
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    Source URL: https://www.anthropic.com/news/anthropic-achieves-iso-42001-certification-for-responsible-ai Source: Hacker News Title: Anthropic achieves ISO 42001 certification for responsible AI Feedly Summary: Comments AI Summary and Description: Yes Summary: Anthropic has achieved accredited certification under the new ISO/IEC 42001:2023 standard, marking a significant step in AI governance and responsible AI development. This certification underscores the organization’s commitment to AI safety,…

  • The Register: AI frenzy continues as Macquarie commits up to $5B for Applied Digital datacenters

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/15/ai_macquarie_applied_digital/ Source: The Register Title: AI frenzy continues as Macquarie commits up to $5B for Applied Digital datacenters Feedly Summary: Bubble? What bubble? Fears of an AI bubble have yet to scare off venture capitalists and private equity firms from pumping billions of dollars into the GPU-packed datacenters at the heart of the…

  • The Register: Microsoft’s latest on-prem Azure is for apps you don’t want in the cloud, but will manage from it

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/15/azure_local_explained/ Source: The Register Title: Microsoft’s latest on-prem Azure is for apps you don’t want in the cloud, but will manage from it Feedly Summary: Azure Local is about hybrid management, not hybrid resource pools, and is catching up with virtual rivals Microsoft’s latest on-prem Azure offering is more about unified management than…

  • The Register: Biden opens federal land to power-hungry AI datacenters

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/14/biden_ai_executive_order/ Source: The Register Title: Biden opens federal land to power-hungry AI datacenters Feedly Summary: Watt’s the problem? Not enough energy to win the arms race? US President Joe Biden on Tuesday signed an executive order that aims to ensure American AI leadership doesn’t lag because of shoddy energy infrastructure.… AI Summary and…

  • CSA: How to Secure Secrets and NHIs in Hybrid Cloud Environments

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    Kurt Seifried
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    Source URL: https://cloudsecurityalliance.org/blog/2025/01/14/secrets-non-human-identity-security-in-hybrid-cloud-infrastructure-strategies-for-success Source: CSA Title: How to Secure Secrets and NHIs in Hybrid Cloud Environments Feedly Summary: AI Summary and Description: Yes **Summary:** The text addresses the complex issue of managing secrets and non-human identities (NHIs) in hybrid cloud environments. It emphasizes the importance of securing digital assets like passwords and API keys, and…

  • Unit 42: One Step Ahead in Cyber Hide-and-Seek: Automating Malicious Infrastructure Discovery With Graph Neural Networks

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    Kurt Seifried
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    Source URL: https://unit42.paloaltonetworks.com/graph-neural-networks/ Source: Unit 42 Title: One Step Ahead in Cyber Hide-and-Seek: Automating Malicious Infrastructure Discovery With Graph Neural Networks Feedly Summary: Graph neural networks aid in analyzing domains linked to known attack indicators, effectively uncovering new malicious domains and cybercrime campaigns. The post One Step Ahead in Cyber Hide-and-Seek: Automating Malicious Infrastructure Discovery…