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Large language models (LLMs) are revolutionizing the way we interact with technology, and AWS HealthLake is no exception. HealthLake is a secure, HIPAA-eligible data lake that allows healthcare organizations to store, transform, and analyze their health data at scale. By combining HealthLake with an LLM, healthcare providers can interact conversationally with their data, gaining insights and making decisions […]

Data is the key enabler to digital transformation. Retailers combine data to get a single view of customers to build better experiences and reduce acquisition costs, financial institutions use data to manage risks and personalize offerings, and manufacturers connect to data in production systems to lower unit costs or reduce quality issues. Across all those […]

Manufacturing semiconductor devices using advanced nodes have many challenges, but perhaps none is more directly linked to the company’s profitability and competitive position than yield. Yield improvements directly reduce the cost of manufacturing a single die while also helping the company amortize the development costs across more dies. There are great commercial products helping customers […]

Semiconductor yield analysis has evolved over time from simply comparing “good units” vs “bad units” to a deeper dive into data science to understand and mitigate a wide range of contributing factors. While yield-reducing manufacturing defects have been around since the invention of the integrated circuit, today there are other design, process, and market dynamics […]

Introduction With the successful use of cloud computing in the IT space (analytics, simulation and workflow management), companies in highly regulated industries, such as railways, increasingly look at also migrating their OT systems (control systems, real-time monitoring, and transaction management) into the cloud. The main motivations for this are to achieve high availability and redundancy […]

Introduction Semiconductor chips have become an indispensable part of our lives with the advancements driven by technologies like 5G, Internet of Things (IoT) and Artificial Intelligence (AI) / Machine Learning (ML). Semiconductor chips power a broad range of devices, including consumer devices, automobiles, smart cities and homes, data centers, and more. The increased demand for […]

About Daikin Daikin is a leading innovator and worldwide provider of advanced, high-quality air conditioning, heating, and refrigeration solutions for residential, commercial and industrial applications. They are committed to elevating the quality of air in homes, businesses, and public spaces with a complete line of energy-efficient and intelligent products. As a global leader in HVAC&R applications, they […]

Introduction Georgia-Pacific embarked on a cloud application modernization and resiliency improvement journey. In this blog post, we look at how Georgia-Pacific transitioned their Disaster Recovery (DR) processes from largely a manual effort to a more automated one, improving their application resiliency at scale in AWS using AWS Resilience Hub. About Georgia-Pacific Georgia-Pacific, owned by Koch Industries, […]

Introduction Industrial companies are actively pursuing strategic advantages of modernizing their operational technology (OT) and Information Technology (IT) to drive business value, but are limited by fixed storage and compute capacity available onsite. Data scientists and process engineering leaders recognize the need to leverage this operational data to gain insights, optimize processes, and enhance business […]

Generative artificial intelligence (AI) applications like ChatGPT have captured the headlines and imagination of the public. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. Like all AI, generative AI is powered by machine learning (ML) models—very large models (known as Large Language […]