Generative AI
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The 10 most viewed blog posts of 2024
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Welcome to the Worldwide Returns & ReCommerce team (WWR&R) at Amazon.com. WWR&R is an ...

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10 Amazon Research Awards recipients announced
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This is an exciting opportunity to shape the future of AI and make a real impact on our customers' ...

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Understanding the training dynamics of transformers
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Most of today’s breakthrough AI models are based on the transformer architecture, which is distinguished by its use of an attention mechanism. In a large ...

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Model produces pseudocode for security controls in seconds
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One of the ways that Amazon Web Services (AWS) helps customers maintain the security of their cloud environments is with AWS Security Hub, which aggregates, ...

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Amazon Nova and our commitment to responsible AI
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The Amazon Nova family of multimodal foundation models, announced yesterday at Amazon Web Services’ re:Invent conference, is the latest example of our ...

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New Amazon Nova image- and video-generating models
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Yesterday at Amazon Web Services’ annual re:Invent conference, Amazon CEO Andy Jassy announced Amazon Nova, a new generation of state-of-the-art foundation ...

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How task decomposition and smaller LLMs can make AI more affordable
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The expanding use of generative-AI applications has increased the demand for accurate, cost-effective large language models (LLMs). LLMs’ costs vary ...

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Accounting for cognitive bias in human evaluation of large language models
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Large language models (LLMs) can generate extremely fluent natural-language texts, and fluency can trick the human mind into neglecting the quality of the ...

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A quick guide to Amazon’s papers at ACL 2024
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Like the field of conversational AI in general, Amazon’s papers at this year’s meeting of the Association for Computational Linguistics (ACL) are dominated ...

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Enabling LLMs to make the right API calls in the right order
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Until the recent, astonishing success of large language models (LLMs), research on dialogue-based AI systems pursued two main paths: chatbots, or agents ...

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