Large language models (LLMs)
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Amazon Nova AI Challenge accelerating the field of generative AI
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At Amazon, responsible AI development includes partnering with leading universities to foster breakthrough research. Recognizing that many academic ...

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Training code generation models to debug their own outputs
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Code generation — automatically translating natural-language specifications into computer code — is one of the most promising applications of large language ...

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Lightweight LLM for converting text to structured data
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One of the most important features of today’s generative models is their ability to take unstructured, partially unstructured, or poorly structured inputs ...

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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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The 10 most viewed publications 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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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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Unlocking insights from qualitative text with LLM-enhanced topic modeling
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Whether collected through employee surveys, product feedback channels, voice-of-customer mechanisms, or other unstructured text sources, qualitative data ...

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A quick guide to Amazon’s papers at NeurIPS 2024
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The 2024 Conference on Neural Information Processing Systems (NeurIPS) — the premier conference in the field of AI — begins today, and the Amazon papers ...

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Amazon opens new AI lab in San Francisco focused on long-term research bets
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From left to right: David Luan, vice president of Amazon Artificial General Intelligence (AGI) Autonomy and head of the ...

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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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