Generative AI
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How Project P.I. helps Amazon remove imperfect products
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Although there are hundreds of millions of products stored in Amazon fulfillment centers, it’s very rare for customers to report shipped products as ...

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Amazon Web Services releases two new Titan vision-language models
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Last month, at its annual re:Invent developers’ conference, Amazon Web Services (AWS) announced the release of two new additions to its Titan family of ...

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New tool, dataset help detect hallucinations in large language models
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For all their remarkable abilities, large language models (LLMs) have an Achilles heel, which is their tendency to hallucinate, or make assertions that ...

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Generalizing diffusion modeling to multimodal, multitask settings
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One of the lessons of the machine learning revolution has been that, perhaps counterintuitively, training a model on multiple data types or multiple tasks ...

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Do large language models understand the world?
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For centuries, theories of meaning have been of interest almost exclusively to philosophers, debated in seminar rooms and at conferences for small specialty ...

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Scenario Diffusion helps Zoox vehicles navigate safety-critical situations
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Autonomous vehicles (AVs) such as the Zoox purpose-built robotaxi represent a new era in human mobility, but the deployment of AVs comes with many ...

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Knowledge distillation method for better vision-language models
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Large machine learning models based on the transformer architecture have recently demonstrated extraordinary results on a range of vision and language ...

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Adapting neural radiance fields (NeRFs) to dynamic scenes
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One of the most intriguing challenges in computer vision is understanding dynamic scenes through the snapshots of a single moving camera. Imagine trying to ...

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Evaluating the helpfulness of AI-enhanced catalogue data
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Millions of customers around the world rely on Amazon's vast online catalogue, containing information on hundreds of millions of products, to make informed ...

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98 Amazon Research Awards recipients announced
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Amazon Research Awards (ARA) provides unrestricted funds and AWS Promotional Credits to academic researchers investigating various research topics in ...

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