Novel physics-encoded artificial intelligence model helps to learn spatiotemporal dynamics

Prof. Liu Yang from the University of Chinese Academy of Sciences (UCAS), in collaboration with her colleagues from Renmin University of China and Massachusetts Institute of Technology, has proposed a novel network, namely, the physics-encoded recurrent convolutional neural network (PeRCNN), for modeling and discovery of nonlinear spatio-temporal dynamical systems based on sparse and noisy data.

Generative AI for the Customer Experience: Understanding 4 Big Opportunities

As the hype around Generative AI continues to reach a fever pitch, business executives are looking to focus their investments on use cases that will deliver concrete business value. One way is to leverage Generative AI for improving the customer experience.  Delivering compelling customer experiences (CX) is a key revenue driver. As the line between …

How organizations can successfully measure an application health monitoring process

Organizations today require every employee, application and process to work in coordination to produce value. Organizations increasingly depend on their technology stack—which comprises the totality of their network interfaces, CPUs, virtual machines, operating system information and installed applications—to deliver consistent service to the end user. This means companies especially need their software applications to perform …

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Multimodal medical AI

Posted by Greg Corrado, Head of Health AI, Google Research, and Yossi Matias, VP, Engineering and Research, Google Research Medicine is an inherently multimodal discipline. When providing care, clinicians routinely interpret data from a wide range of modalities including medical images, clinical notes, lab tests, electronic health records, genomics, and more. Over the last decade …

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Enhancing AWS intelligent document processing with generative AI

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Traditional document processing solutions are manual, expensive, error prone, and difficult to scale. AWS intelligent document processing (IDP), with AI services such as Amazon Textract, allows you to take advantage of industry-leading machine learning (ML) technology to quickly and …

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SQL only LLM for Text Generation using Vertex AI model in BigQuery

Want to do quick Generative AI without writing much code, meeting your data where it is, only with SQL queries and without having to worry about security, privacy and compliance issues? BQML (BigQuery ML) helps you perform analytics on data stored in BigQuery using large language models (LLM) from Vertex AI. This means you can …

How to Build Generative AI Applications and 3D Virtual Worlds

To grow and succeed, organizations must continuously focus on technical skills development, especially in rapidly advancing areas of technology, such as generative AI and the creation of 3D virtual worlds.   NVIDIA Training, which equips teams with skills for the age of AI, high performance computing and industrial digitalization, is announcing new courses that cover these …

Robots cause company profits to fall — at least at first

Researchers have found that robots can have a ‘U-shaped’ effect on profits: causing profit margins to fall at first, before eventually rising again. The researchers studied industry data from the UK and 24 other European countries between 1995 and 2017, and found that at low levels of adoption, robots have a negative effect on profit …