December 2024

A quick guide to Amazon’s papers at NeurIPS 2024 While large language models and other foundation models are well represented, traditional Amazon interests such as bandit problems and new topics such as AI for automated reasoning also get their due. Machine learning Staff writer December 10, 12:08 PM December 16, 04:34 PM The 2024 Conference on Neural Information Processing Systems (NeurIPS) the premier conference in the field of AI begins today, and the Amazon papers accepted there display […]

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Amazon opens new AI lab in San Francisco focused on long-term research bets The Amazon AGI SF Lab will focus on developing new foundational capabilities for enabling useful AI agents. Conversational AI David Luan Pieter Abbeel December 09, 03:03 PM October 24, 11:20 AM From left to right: David Luan, VP of Autonomy and head of Amazon’s AGI SF Lab, and Pieter Abbeel, Amazon Scholar, Robotics. Today, were excited to announce the formation of the Amazon AGI SF […]

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Model produces pseudocode for security controls in seconds New tool harnesses large language models to create rules for the configuration of AWS services and the processing of alerts. Security, privacy, and abuse prevention Mina Ghashami Ali Torkamani December 06, 11:25 AM December 06, 11:25 AM 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, organizes, and prioritizes security alerts from AWS services […]

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New Amazon Nova image- and video-generating models Amazon Nova Canvas and Amazon Nova Reel use diffusion transformers to deliver studio-quality visual content.  Computer vision Ying Wang Xiaohan Fei December 04, 09:15 AM December 05, 02:00 PM 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 models that deliver frontier intelligence and industry-leading price performance. The Amazon Nova models include understanding models in three different sizes for […]

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Amazon Nova and our commitment to responsible AI From reinforcement learning and supervised fine-tuning to guardrail models and image watermarking, responsible AI was foundational to the design and development of the Amazon Nova family of models. Conversational AI Christos Christodoulopoulos Denis Foo Kune December 04, 09:14 AM December 06, 11:31 AM The Amazon Nova family of multimodal foundation models, announced yesterday at Amazon Web Services re:Invent conference, is the latest example of our investment in the development and […]

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Every data scientist knows that one of the most exciting parts of machine learning is picking the right algorithm to crack a problem. But how do you make sure that your chosen algorithm actually delivers the results you’re aiming for? In this article, we discuss several methods allowing you to measure the performance of your ML model. What is model evaluation? In machine learning, model evaluation involves analyzing how well a trained model performs when tested on new […]

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