Generative AI
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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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ECCV: Where does computer vision go from here?
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The European Conference on Computer Vision (ECCV), which began on Sunday, is held every other year, alternating with the International Conference on ...

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Improving LLM pretraining with better data organization
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The documents used to train a large language model (LLM) are typically concatenated to form a single “superdocument”, which is then divided into sequences ...

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AWS VP of AI and data on computer vision research at Amazon
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At this year’s Computer Vision and Pattern Recognition Conference (CVPR) — the premier computer vision conference — Amazon Web Services’ vice president for ...

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Introducing the Amazon Trusted AI Challenge
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Today, Amazon is announcing the Amazon Trusted AI Challenge, a global university competition to drive secure innovation in generative AI technology. This ...

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CVPR: Understanding images means understanding the world
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Aleix M. Martinez, a senior principal scientist with Amazon’s retail division, first attended the Conference on Computer Vision and Pattern Recognition ...

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The science behind Alexa’s new interactive story-creation experience
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In September, Amazon senior vice president Dave Limp unveiled Amazon Devices’ new lineup of products and services. Among them was a new Alexa experience ...

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