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Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets

Multi-modal data is a valuable component of the financial industry, encompassing market, economic, customer, news and social media, and risk data. Financial organizations generate, collect, and use this data to gain insights into financial operations, make better decisions, and improve performance. However, there are challenges associated with multi-modal data due to the complexity and lack …

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Meet the inaugural cohort of the Google for Startups Accelerator: AI First in Europe

Today’s startups are addressing the world’s most pressing issues, and artificial intelligence (AI) is one of their most powerful tools. To empower startups to scale their business towards success in the rapidly evolving AI landscape, Google for Startups Accelerator: AI First offers a 10-week, equity-free program for AI-first startups in partnership with Google Cloud. Designed …

NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation

We present a novel differentiable rendering framework for joint geometry, material, and lighting estimation from multi-view images. In contrast to previous methods which assume a simplified environment map or co-located flashlights, in this work, we formulate the lighting of a static scene as one neural incident light field (NeILF) and one outgoing neural radiance field …

The next wave of payments modernization: Minimizing complexity to elevate customer experience

The payments ecosystem is at an inflection point for transformation, especially as we see the rise of disruptive digital entrants who are introducing new payment methods, such as cryptocurrency and central bank digital currencies (CDBC). With more choices for customers, capturing share of wallet is becoming more competitive for traditional banks. This is just one …

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Orchestrate Ray-based machine learning workflows using Amazon SageMaker

Machine learning (ML) is becoming increasingly complex as customers try to solve more and more challenging problems. This complexity often leads to the need for distributed ML, where multiple machines are used to train a single model. Although this enables parallelization of tasks across multiple nodes, leading to accelerated training times, enhanced scalability, and improved …

Ray Shines With NVIDIA AI: Anyscale Collaboration to Help Developers Build, Tune, Train and Scale Production LLMs

Large language model development is about to reach supersonic speed thanks to a collaboration between NVIDIA and Anyscale. At its annual Ray Summit developers conference, Anyscale — the company behind the fast growing open-source unified compute framework for scalable computing —  announced today that it is bringing NVIDIA AI to Ray open source and the …

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Help Shape Our Conference Agenda & Win Prizes

Hew there! As we gear up for the much-anticipated Chatbot Conference this November, we find ourselves constantly driven by one central purpose: to serve the vibrant community of professionals, enthusiasts, and enterprises navigating the rich landscape of Conversational AI and LLMs. This year, we’re taking a collaborative approach to curating our conference agenda, and who better …

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MediaPipe FaceStylizer: On-device real-time few-shot face stylization

Posted by Haolin Jia, Software Engineer, and Qifei Wang, Senior Software Engineer, Core ML In recent years, we have witnessed rising interest across consumers and researchers in integrated augmented reality (AR) experiences using real-time face feature generation and editing functions in mobile applications, including short videos, virtual reality, and gaming. As a result, there is …

Securely record SSH sessions on RHEL in a private VPC network

In this blog post, you’ll learn how to record SSH sessions on a Red Hat Enterprise Linux (RHEL) VSI in a private VPC network using in-built packages. The VPC private network is provisioned through Terraform and the RHEL packages are installed using Ansible automation. Additionally, you’ll learn how to set up a highly available bastion …

FaceStylizer Hero

MediaPipe FaceStylizer: On-device real-time few-shot face stylization

Posted by Haolin Jia, Software Engineer, and Qifei Wang, Senior Software Engineer, Core ML In recent years, we have witnessed rising interest across consumers and researchers in integrated augmented reality (AR) experiences using real-time face feature generation and editing functions in mobile applications, including short videos, virtual reality, and gaming. As a result, there is …