Tag: API
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Hacker News: The Beginner’s Guide to Visual Prompt Injections
Source URL: https://www.lakera.ai/blog/visual-prompt-injections Source: Hacker News Title: The Beginner’s Guide to Visual Prompt Injections Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses security vulnerabilities inherent in Large Language Models (LLMs), particularly focusing on visual prompt injections. As the reliance on models like GPT-4 increases for various tasks, concerns regarding the potential…
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Hacker News: Netflix’s Distributed Counter Abstraction
Source URL: https://netflixtechblog.com/netflixs-distributed-counter-abstraction-8d0c45eb66b2 Source: Hacker News Title: Netflix’s Distributed Counter Abstraction Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Netflix’s new Distributed Counter Abstraction, a system designed to efficiently manage distributed counting tasks at scale while maintaining low latency. This innovative service offers various counting modes, addressing different accuracy and durability…
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Cloud Blog: Data loading best practices for AI/ML inference on GKE
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/improve-data-loading-times-for-ml-inference-apps-on-gke/ Source: Cloud Blog Title: Data loading best practices for AI/ML inference on GKE Feedly Summary: As AI models increase in sophistication, there’s increasingly large model data needed to serve them. Loading the models and weights along with necessary frameworks to serve them for inference can add seconds or even minutes of scaling…
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Cloud Blog: 65,000 nodes and counting: Google Kubernetes Engine is ready for trillion-parameter AI models
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/gke-65k-nodes-and-counting/ Source: Cloud Blog Title: 65,000 nodes and counting: Google Kubernetes Engine is ready for trillion-parameter AI models Feedly Summary: As generative AI evolves, we’re beginning to see the transformative potential it is having across industries and our lives. And as large language models (LLMs) increase in size — current models are reaching…
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Cloud Blog: Unlocking LLM training efficiency with Trillium — a performance analysis
Source URL: https://cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks/ Source: Cloud Blog Title: Unlocking LLM training efficiency with Trillium — a performance analysis Feedly Summary: Rapidly evolving generative AI models place unprecedented demands on the performance and efficiency of hardware accelerators. Last month, we launched our sixth-generation Tensor Processing Unit (TPU), Trillium, to address the demands of next-generation models. Trillium is…
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CSA: The New NIST Password Guidelines & Cloud Security
Source URL: https://cloudsecurityalliance.org/articles/what-do-the-new-nist-password-guidelines-mean-for-cloud-security Source: CSA Title: The New NIST Password Guidelines & Cloud Security Feedly Summary: AI Summary and Description: Yes Summary: The text provides an insightful overview of the evolution and modern challenges of password security, particularly in the context of cloud computing. The updates from NIST suggest a significant shift in password policy,…
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The Register: AI’s power trip will leave energy grids begging for mercy by 2027
Source URL: https://www.theregister.com/2024/11/13/datacenter_energy_consumption/ Source: The Register Title: AI’s power trip will leave energy grids begging for mercy by 2027 Feedly Summary: Datacenter demand estimated to inflate by 160% over next two years AI-driven datacenter energy demand could expand 160 percent over the next two years, leaving 40 percent of existing facilities operationally constrained by power…