SageMaker has long been AWS’ fully managed platform for building, training, and deploying machine learning and generative AI models. Over time, however, an ecosystem of applications has sprung up around AI and ML models for performing tasks like managing experiments, evaluating model quality, and security. Those always lived outside of SageMaker and had to be […]
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It’s been close to a decade since Amazon Web Services (AWS), Amazon’s cloud computing division, announced SageMaker, its platform to create, train, and deploy AI models. While in previous years AWS has focused on greatly expanding SageMaker’s capabilities, this year, streamlining was the goal. At its re:Invent 2024 conference, AWS unveiled SageMaker Unified Studio, a […]
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At its re:Invent conference on Tuesday, Amazon Web Services (AWS), Amazon’s cloud computing division, announced a new family of multimodal generative AI models it calls Nova. There are four text-generating models in total: Micro, Lite, Pro, and Premier. Micro, Lite, and Pro are available Tuesday to AWS customers, while Premier will arrive in early 2025, […]
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Amazon Web Services (AWS), Amazon’s cloud computing division, is launching a new tool to combat hallucinations — that is, scenarios where an AI model behaves unreliably. Announced at AWS’ re:Invent 2024 conference in Las Vegas, the service, Automated Reasoning checks, validates a model’s responses by cross-referencing customer-supplied info for accuracy. (Yes, the word “checks” is […]
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At its re:Invent conference, AWS today announced the general availably of its Trainium2 (T2) chips for training and deploying large language models (LLMs). These chips, which AWS first announced a year ago, will be four times as fast as their predecessors, with a single Trainium2-powered EC2 instance with 16 T2 chips providing up to 20.8 […]
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It’s AWS re:Invent 2024 this week, Amazon’s annual cloud computing extravaganza in Las Vegas, and as is tradition, the company has so much to announce, it can’t fit everything into its five (!) keynotes. Ahead of the show’s official opening, AWS on Monday detailed a number of updates to its overall data center strategy that […]
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At its re:Invent 2024 conference in Las Vegas, Amazon on Sunday announced a somewhat unusual new service for Amazon Web Services (AWS) customers: Data Transfer Terminal, a set of physical locations where customers can plug in their storage devices to upload data to the AWS cloud. So how does it work, exactly? From the AWS […]
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Companies often struggle with how to respond to cybersecurity incidents. According to one recent poll, only three out of five organizations have an incident response plan in place, and only around a third do regular drills to ensure that their plans remain effective. The consequences of poor incident response are costly. The International Monetary Fund […]
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Amazon Web Services’ (AWS) biggest conference of the year has begun, and all signs point to it being an eventful one. AWS re:Invent 2024 kicked off in Las Vegas on Sunday, with sessions scheduled to run through December 6. A keynote address featuring AWS CEO Matt Garman will take place December 3, starting at 8 […]
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