BLOG
Artificial Intelligence (AI) is the field developing computers and robots capable of parsing data contextually to provide requested information, supply analysis, or trigger events based on findings. Through techniques like machine learning and neural networks, companies globally are investing in teaching machines to ‘think’ more like humans. Below are some of the latest AI news from the industry:
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
Text-to-Image (T2I) diffusion models have shown impressive results in generating visually compelling images following user prompts. Building on this, various methods further fine-tune the pre-trained T2I model for specific tasks. However, this requires separate model architectures, training designs, and multiple parameter sets to handle different tasks. In t ...
Build a generative AI enabled virtual IT troubleshooting assistant using Amazon Q Business
Today’s organizations face a critical challenge with the fragmentation of vital information across multiple environments. As businesses increasingly rely on diverse project management and IT service management (ITSM) tools such as ServiceNow, Atlassian Jira and Confluence, employees find themselves navigating a complex web of systems to access crucial data. ...
Process formulas and charts with Anthropic’s Claude on Amazon Bedrock
Research papers and engineering documents often contain a wealth of information in the form of mathematical formulas, charts, and graphs. Navigating these unstructured documents to find relevant information can be a tedious and time-consuming task, especially when dealing with large volumes of data. However, by using Anthropic’s Claude on Amazon Bedrock, res ...
Automate IT operations with Amazon Bedrock Agents
IT operations teams face the challenge of providing smooth functioning of critical systems while managing a high volume of incidents filed by end-users. Manual intervention in incident management can be time-consuming and error prone because it relies on repetitive tasks, human judgment, and potential communication gaps. Using generative AI for IT operations ...
Empowering disaster preparedness: AI’s role in navigating complex climate risks
AI systems that integrate meteorological, geospatial, and socioeconomic data can deliver warnings that are more localized and more timely.Read More
OpenReg: A Self-Contained PyTorch Out-of-Tree Backend Implementation Using “PrivateUse1” Mechanism
OpenReg is a self-contained demonstration of a PyTorch out-of-tree backend implementation utilizing the core framework’s “PrivateUse1” mechanism. This implementation serves two primary purposes: Reference Implementation: Provides a practical template for third-party device vendors integrating with PyTorch through PrivateUse1. CI Testing Infrastructure: En ...
The reality of generative AI in the clinic
Two years ago, OpenAI’s GPT-4 kick-started a new era in AI. In the months leading up to its public release, Peter Lee, president of Microsoft Research, cowrote a book full of optimism for the potential of advanced AI models to transform the world of healthcare. What has happened since? In this special podcast series—The AI Revolution in Medicine, Revi ...
Streamline AWS resource troubleshooting with Amazon Bedrock Agents and AWS Support Automation Workflows
As AWS environments grow in complexity, troubleshooting issues with resources can become a daunting task. Manually investigating and resolving problems can be time-consuming and error-prone, especially when dealing with intricate systems. Fortunately, AWS provides a powerful tool called AWS Support Automation Workflows, which is a collection of curated AWS S ...