Favorite We’ve witnessed remarkable advances in model capabilities as generative AI companies have invested in developing their offerings. Language models such as Anthropic’s Claude Opus 4 & Sonnet 4 and Amazon Nova on Amazon Bedrock can reason, write, and generate responses with increasing sophistication. But even as these models grow
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Shared by AWS Machine Learning June 4, 2025
Favorite The Open Forum for AI (OFAI), of which Open Source Initiative (OSI) is a member, submitted feedback to the White House in response to its request for information on the development of a 2025 National AI R&D Strategic Plan. An AI R&D Strategic Plan was first issued in 2016
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Shared by voicesofopensource June 3, 2025
Favorite Many people who use NotebookLM already share their notebooks with classmates, coworkers, students and friends. Today, we’re making sharing and curation easier — with pub… View Original Source (blog.google/technology/ai/) Here.
Favorite Standard operating procedures (SOPs) are essential documents in the context of regulations and compliance. SOPs outline specific steps for various processes, making sure practices are consistent, efficient, and compliant with regulatory standards. SOP documents typically include key sections such as the title, scope, purpose, responsibilities, procedures, documentation, citations (references),
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Shared by AWS Machine Learning June 3, 2025
Favorite Crafting unique, customized experiences that resonate with customers is a potent strategy for boosting engagement and fostering brand loyalty. However, creating dynamic personalized content is challenging and time-consuming because of the need for real-time data processing, complex algorithms for customer segmentation, and continuous optimization to adapt to shifting behaviors
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Shared by AWS Machine Learning June 3, 2025
Favorite In these days, it is more common to companies adopting AI-first strategy to stay competitive and more efficient. As generative AI adoption grows, the technology’s ability to solve problems is also improving (an example is the use case to generate comprehensive market report). One way to simplify the growing
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Shared by AWS Machine Learning June 3, 2025
Favorite In the landscape of generative AI, organizations are increasingly adopting a structured approach to deploy their AI applications, mirroring traditional software development practices. This approach typically involves separate development and production environments, each with its own AWS account, to create logical separation, enhance security, and streamline workflows. Amazon Bedrock
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Shared by AWS Machine Learning May 31, 2025
Favorite When ingesting data into Amazon OpenSearch, customers often need to augment data before putting it into their indexes. For instance, you might be ingesting log files with an IP address and want to get a geographic location for the IP address, or you might be ingesting customer comments and
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Shared by AWS Machine Learning May 31, 2025
Favorite Generative AI applications seem simple—invoke a foundation model (FM) with the right context to generate a response. In reality, it’s a much more complex system involving workflows that invoke FMs, tools, and APIs and that use domain-specific data to ground responses with patterns such as Retrieval Augmented Generation (RAG)
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Shared by AWS Machine Learning May 31, 2025
Favorite Generative AI revolutionizes business operations through various applications, including conversational assistants such as Amazon’s Rufus and Amazon Seller Assistant. Additionally, some of the most impactful generative AI applications operate autonomously behind the scenes, an essential capability that empowers enterprises to transform their operations, data processing, and content creation at
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Shared by AWS Machine Learning May 31, 2025