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Favorite Compelling AI-generated images start with well-crafted prompts. In this follow-up to our Amazon Nova Canvas Prompt Engineering Guide, we showcase a curated gallery of visuals generated by Nova Canvas—categorized by real-world use cases—from marketing and product visualization to concept art and design exploration. Each image is paired with the
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Shared by AWS Machine Learning March 12, 2025
Favorite Every year, public authorities in the European Union spend around 14% of annual GDP on services, works and goods. As European governments continue to digitalize, a growing share of this spending is on digital solutions. Sadly, few of these solutions are built on Open Source software, but that might
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Shared by voicesofopensource March 12, 2025
Favorite In today’s fast-paced world, time is of the essence and even basic tasks like grocery shopping can feel rushed and challenging. Despite our best intentions to plan meals and shop accordingly, we often end up ordering takeout; leaving unused perishable items to spoil in the refrigerator. This seemingly small
Read More Shared by AWS Machine Learning March 11, 2025
Favorite DeepSeek-R1 is a large language model (LLM) developed by DeepSeek AI that uses reinforcement learning to enhance reasoning capabilities through a multi-stage training process from a DeepSeek-V3-Base foundation. A key distinguishing feature is its reinforcement learning step, which was used to refine the model’s responses beyond the standard pre-training
Read More Shared by AWS Machine Learning March 11, 2025
Favorite Based on original post by Dr. Hemant Joshi, CTO, FloTorch.ai A recent evaluation conducted by FloTorch compared the performance of Amazon Nova models with OpenAI’s GPT-4o. Amazon Nova is a new generation of state-of-the-art foundation models (FMs) that deliver frontier intelligence and industry-leading price-performance. The Amazon Nova family of
Read More Shared by AWS Machine Learning March 11, 2025
Favorite The United Nations Open Source United community and the Open Source Initiative (OSI) today announced that the OSI has become the first organization to officially endorse the UN Open Source Principles. The UN Open Source Principles, recently adopted by the UN Chief Executive Board’s Digital Technology Network (DTN), provide guidelines to
Read More Shared by voicesofopensource March 11, 2025
Favorite Today, we’re announcing the general availability (GA) of multi-agent collaboration on Amazon Bedrock. This capability allows developers to build, deploy, and manage networks of AI agents that work together to execute complex, multi-step workflows efficiently. Since its preview launch at re:Invent 2024, organizations across industries—including financial services, healthcare, supply
Read More Shared by AWS Machine Learning March 10, 2025
Favorite DeepSeek-R1 models, now available on Amazon Bedrock Marketplace, Amazon SageMaker JumpStart, as well as a serverless model on Amazon Bedrock, were recently popularized by their long and elaborate thinking style, which, according to DeepSeek’s published results, lead to impressive performance on highly challenging math benchmarks like AIME-2024 and MATH-500,
Read More Shared by AWS Machine Learning March 10, 2025
Favorite Investment professionals face the mounting challenge of processing vast amounts of data to make timely, informed decisions. The traditional approach of manually sifting through countless research documents, industry reports, and financial statements is not only time-consuming but can also lead to missed opportunities and incomplete analysis. This challenge is
Read More Shared by AWS Machine Learning March 10, 2025
Favorite Today, Amazon Web Services (AWS) announced the general availability of Amazon Bedrock Knowledge Bases GraphRAG (GraphRAG), a capability in Amazon Bedrock Knowledge Bases that enhances Retrieval-Augmented Generation (RAG) with graph data in Amazon Neptune Analytics. This capability enhances responses from generative AI applications by automatically creating embeddings for semantic
Read More Shared by AWS Machine Learning March 7, 2025