What policymakers need to know about foundation models

The last few years—even the last few months—have seen artificial intelligence (AI) breakthroughs come at a dizzying pace. AI that can generate paragraphs of text as well as a human, create realistic imagery and video from text, or perform hundreds of different tasks has captured the public’s attention. People see AI’s high level of performance, …

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Google at ICLR 2023

Posted by Catherine Armato, Program Manager, Google The Eleventh International Conference on Learning Representations (ICLR 2023) is being held this week as a hybrid event in Kigali, Rwanda. We are proud to be a Diamond Sponsor of ICLR 2023, a premier conference on deep learning, where Google researchers contribute at all levels. This year we …

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Prepare image data with Amazon SageMaker Data Wrangler

The rapid adoption of smart phones and other mobile platforms has generated an enormous amount of image data. According to Gartner, unstructured data now represents 80–90% of all new enterprise data, but just 18% of organizations are taking advantage of this data. This is mainly due to a lack of expertise and the large amount …

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Announcing Cloud Storage FUSE and GKE CSI driver for AI/ML workloads

More and more organizations are running data applications on Google Kubernetes Engine (GKE), as evidenced by the number of Kubernetes clusters running stateful applications on GKE, which has been growing exponentially since 2019, doubling every year on average. And with the rise of both AI/ML workloads and data on Kubernetes, customers are looking for more …

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Now Shipping: DGX H100 Systems Bring Advanced AI Capabilities to Industries Worldwide

Customers from Japan to Ecuador and Sweden are using NVIDIA DGX H100 systems like AI factories to manufacture intelligence. They’re creating services that offer AI-driven insights in finance, healthcare, law, IT and telecom — and working to transform their industries in the process. Among the dozens of use cases, one aims to predict how factory …

Highly dexterous robot hand can operate in the dark — just like us

Researchers demonstrated a highly dexterous robot hand, one that combines an advanced sense of touch with motor learning algorithms in order to achieve a high level of dexterity. In addition, the hand worked without any external cameras — it’s immune to lighting, occlusion, or similar issues. Because the hand doesn’t rely on vision to manipulate …

PyTorch Tutorial: How to Develop Deep Learning Models with Python

Last Updated on May 1, 2023 Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook. At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models. Achieving …