Category: FAANG

Today, we are excited to announce the simplified Quick setup experience in Amazon SageMaker. With this new capability, individual users can launch Amazon SageMaker Studio with default presets in minutes. SageMaker Studio is an integrated development environment (IDE) for machine learning (ML). ML practitioners can perform all ML development steps—from preparing their data to building, …

Read more “Amazon SageMaker simplifies the Amazon SageMaker Studio setup for individual users”

Posted by Edith Cohen and Uri Stemmer, Research Scientists, Google Research Differential privacy (DP) is a rigorous mathematical definition of privacy. DP algorithms are randomized to protect user data by ensuring that the probability of any particular output is nearly unchanged when a data point is added or removed. Therefore, the output of a DP …

Read more “Differentially private median and more”

In the rapidly evolving landscape of customer service, call centers are embracing cutting-edge technologies to elevate their operations and meet the growing expectations of today’s consumers. Among these transformative technologies, Generative AI chatbots have emerged as a game-changer. These intelligent virtual assistants are modifying the way call centers engage with customers, streamline processes, and deliver …

Read more “Top 10 Powerful Use Cases of Generative AI Chatbots in Call Centers”

Posted by Edith Cohen and Uri Stemmer, Research Scientists, Google Research Differential privacy (DP) is a rigorous mathematical definition of privacy. DP algorithms are randomized to protect user data by ensuring that the probability of any particular output is nearly unchanged when a data point is added or removed. Therefore, the output of a DP …

Read more “Differentially private median and more”

Today, we are excited to announce that the Falcon 180B foundation model developed by Technology Innovation Institute (TII) and trained on Amazon SageMaker is available for customers through Amazon SageMaker JumpStart to deploy with one-click for running inference. With a 180-billion-parameter size and trained on a massive 3.5-trillion-token dataset, Falcon 180B is the largest and …

Read more “Falcon 180B foundation model from TII is now available via Amazon SageMaker JumpStart”

The pace of progress with AI model architectures is staggering, driven by breakthrough inventions such as Transformer, and by rapid growth in high-quality training data. In generative AI, for instance, large language models (LLMs) have been growing in size by as much as 10x per year. Organizations are deploying these AI models in their products …

Read more “Helping you deliver high-performance, cost-efficient AI inference at scale with GPUs and TPUs”

Technical Annex: Announcing Palantir Government Web Services Editor’s note: The Technical Annex is the second blog of a two part series. Read the first, From Last Supper to First Breakfast, here. Palantir Government Web Services (PGWS) aims to make the building blocks we developed over 20 years to break into and scale our government business available …

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