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From developer desks to the whole organization: Running Claude Cowork in Amazon Bedrock

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Today, we’re excited to announce Claude Cowork in Amazon Bedrock. You can now run Cowork and Claude Code Desktop through Amazon Bedrock, directly or using an LLM gateway. From startups to global enterprises across every industry, organizations build with Claude Code in Amazon Bedrock to boost developer productivity and accelerate delivery. With Amazon Bedrock you …

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From keynote to the terminal: Join our Next ‘26 developer livestreams

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The main stage at Google Cloud Next is where the vision is set. This year, we’re bridging the gap between those massive “Cloud-scale” announcements and your local terminal. We are thrilled to announce the Next ‘26 developer livestreams, a daily broadcast live from the show floor at Google Cloud Next. We aren’t just reporting the …

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What Do Your Logits Know? (The Answer May Surprise You!)

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Recent work has shown that probing model internals can reveal a wealth of information not apparent from the model generations. This poses the risk of unintentional or malicious information leakage, where model users are able to learn information that the model owner assumed was inaccessible. Using vision-language models as a testbed, we present the first …

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Accelerate Generative AI Inference on Amazon SageMaker AI with G7e Instances

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As the demand for generative AI continues to grow, developers and enterprises seek more flexible, cost-effective, and powerful accelerators to meet their needs. Today, we are thrilled to announce the availability of G7e instances powered by NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs on Amazon SageMaker AI. You can provision nodes with 1, 2, …

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The Human Infrastructure: How Netflix Built the Operations Layer Behind Live at Scale

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By: Brett Axler, Casper Choffat, and Alo Lowry In the three years since our first Live show, Chris Rock: Selective Outrage, we have witnessed an incredible expansion of our live content slate and the live operations that support it. From modest beginnings of streaming just one show per month, we are now capable of streaming over …

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Introducing granular cost attribution for Amazon Bedrock

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As AI inference grows into a significant share of cloud spend, understanding who and what are driving costs is essential for chargebacks, cost optimization, and financial planning. Today, we’re announcing granular cost attribution for Amazon Bedrock inference. Amazon Bedrock now automatically attributes inference costs to the IAM principal that made the call. An IAM principal …

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MixAtlas: Uncertainty-aware Data Mixture Optimization for Multimodal LLM Midtraining

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This paper was accepted at the Workshop on Navigating and Addressing Data Problems for Foundation Models (NADPFM) at ICLR 2026. Principled domain reweighting can substantially improve sample efficiency and downstream generalization; however, data-mixture optimization for multimodal pretraining remains underexplored. Current multimodal training recipes tune mixtures from only a single perspective such as data format or …

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Cost-efficient custom text-to-SQL using Amazon Nova Micro and Amazon Bedrock on-demand inference

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Text-to-SQL generation remains a persistent challenge in enterprise AI applications, particularly when working with custom SQL dialects or domain-specific database schemas. While foundation models (FMs) demonstrate strong performance on standard SQL, achieving production-grade accuracy for specialized dialects requires fine-tuning. However, fine-tuning introduces an operational trade-off: hosting custom models on persistent infrastructure incurs continuous costs, even during …

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How WPP accelerates humanoid robot training 10x with G4 VMs

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Editor’s note: Today we hear from Perry Nightingale, SVP of Creative AI at WPP about the workflow that cuts training time for humanoid robots from days to minutes — plus access to the open-source code to do it yourself. Robots are pushing the boundaries of what content creators and directors can capture. These technologies have …

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