scaling – Page 14 – Experimental News Clipping Site

The Register: Turns out using 100% of your AI brain all the time isn’t most efficient way to run a model

May 25, 2025

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Source URL: https://www.theregister.com/2025/05/25/ai_models_are_evolving/ Source: The Register Title: Turns out using 100% of your AI brain all the time isn’t most efficient way to run a model Feedly Summary: Neural net devs are finally getting serious about efficiency Feature If you’ve been following AI development over the past few years, one trend has remained constant: bigger…

Simon Willison’s Weblog: Highlights from the Claude 4 system prompt

May 25, 2025

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Kurt Seifried

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Source URL: https://simonwillison.net/2025/May/25/claude-4-system-prompt/ Source: Simon Willison’s Weblog Title: Highlights from the Claude 4 system prompt Feedly Summary: Anthropic publish most of the system prompts for their chat models as part of their release notes. They recently shared the new prompts for both Claude Opus 4 and Claude Sonnet 4. I enjoyed digging through the prompts,…

AWS News Blog: Introducing Claude 4 in Amazon Bedrock, the most powerful models for coding from Anthropic

May 22, 2025

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Kurt Seifried

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Source URL: https://aws.amazon.com/blogs/aws/claude-opus-4-anthropics-most-powerful-model-for-coding-is-now-in-amazon-bedrock/ Source: AWS News Blog Title: Introducing Claude 4 in Amazon Bedrock, the most powerful models for coding from Anthropic Feedly Summary: Claude Opus 4 is now available on Amazon Bedrock for developers to build advanced AI agents with improved reasoning and coding capabilities, as well as expanded context for building more autonomous…

Cloud Blog: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing

May 22, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/elastic-training-and-optimized-checkpointing-improve-ml-goodput/ Source: Cloud Blog Title: Train AI for less: Improve ML Goodput with elastic training and optimized checkpointing Feedly Summary: Want to save some money on large AI training? For a typical PyTorch LLM training workload that spans thousands of accelerators for several weeks, a 1% improvement in ML Goodput can translate to…

AWS News Blog: Centralize visibility of Kubernetes clusters across AWS Regions and accounts with EKS Dashboard

May 21, 2025

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Kurt Seifried

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Source URL: https://aws.amazon.com/blogs/aws/centralize-visibility-of-kubernetes-clusters-across-aws-regions-and-accounts-with-eks-dashboard/ Source: AWS News Blog Title: Centralize visibility of Kubernetes clusters across AWS Regions and accounts with EKS Dashboard Feedly Summary: EKS Dashboard provides cloud architects and cluster administrators with a centralized view to monitor and govern Kubernetes clusters across multiple AWS Regions and accounts, offering insights into clusters, managed node groups, and…

Cloud Blog: The AI-driven telecom: A new era of network transformation

May 21, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/topics/telecommunications/the-ai-driven-telecom-a-new-era-of-network-transformation/ Source: Cloud Blog Title: The AI-driven telecom: A new era of network transformation Feedly Summary: The telecommunications industry is undergoing a profound transformation, with AI and generative AI emerging as key catalysts. Communication service providers (CSPs) are increasingly recognizing that these technologies are not merely incremental improvements but fundamental drivers for achieving…

Cloud Blog: AI deployment made easy: Deploy your app to Cloud Run from AI Studio or MCP-compatible AI agents

May 20, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/ai-studio-to-cloud-run-and-cloud-run-mcp-server/ Source: Cloud Blog Title: AI deployment made easy: Deploy your app to Cloud Run from AI Studio or MCP-compatible AI agents Feedly Summary: Cloud Run has become a go-to app hosting solution for its remarkable simplicity, flexibility, and scalability. But the age of AI-assisted development is here, and going from idea to…

Cloud Blog: Gemini 2.5 Flash and Pro expand on Vertex AI to drive more sophisticated and secure AI innovation

May 20, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/expanding-gemini-2-5-flash-and-pro-capabilities/ Source: Cloud Blog Title: Gemini 2.5 Flash and Pro expand on Vertex AI to drive more sophisticated and secure AI innovation Feedly Summary: Today at Google I/O, we’re expanding Gemini 2.5 Flash and Pro model capabilities that help enterprises build more sophisticated and secure AI-driven applications and agents: Thought summaries: For enterprise-grade…

Cloud Blog: Introducing the next generation of AI inference, powered by llm-d

May 20, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/enhancing-vllm-for-distributed-inference-with-llm-d/ Source: Cloud Blog Title: Introducing the next generation of AI inference, powered by llm-d Feedly Summary: As the world transitions from prototyping AI solutions to deploying AI at scale, efficient AI inference is becoming the gating factor. Two years ago, the challenge was the ever-growing size of AI models. Cloud infrastructure providers…

Cloud Blog: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger

May 16, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/compute/ai-hypercomputer-enhancements-for-the-developer/ Source: Cloud Blog Title: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger Feedly Summary: Building cutting-edge AI models is exciting, whether you’re iterating in your notebook or orchestrating large clusters. However, scaling up training can present significant challenges, including navigating complex infrastructure, configuring software and dependencies across numerous…

Tag: scaling