ai

Beyond Technology: The Crucial Integration of AI Strategy with Business Strategy
August 10, 2023

Beyond Technology: The Crucial Integration of AI Strategy with Business Strategy

Conventional wisdom often pegs AI as a technological marvel, fostering the belief that its implementation revolves around technological considerations alone. Yet, the most striking revelation from this study is that AI triumphs not because of technological prowess, but because of its seamless integration into overall business strategy. Unlike many companies that approach AI through an…

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Differential Privacy Accounting by Connecting the Dots
December 20, 2022

Differential Privacy Accounting by Connecting the Dots

Posted by Pritish Kamath and Pasin Manurangsi, Research Scientists, Google Research Differential privacy (DP) is an approach that enables data analytics and machine learning (ML) with a mathematical guarantee on the privacy of user data. DP quantifies the “privacy cost” of an algorithm, i.e., the level of guarantee that the algorithm’s output distribution for a…

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RT-1: Robotics Transformer for Real-World Control at Scale
December 13, 2022

RT-1: Robotics Transformer for Real-World Control at Scale

Posted Keerthana Gopalakrishnan and Kanishka Rao, Google Research, Robotics at Google Major recent advances in multiple subfields of machine learning (ML) research, such as computer vision and natural language processing, have been enabled by a shared common approach that leverages large, diverse datasets and expressive models that can absorb all of the data effectively. Although…

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