Favorite In the post Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI, we introduced the Amazon Nova LLM-as-a-judge capability, which is a specialized evaluation model available through Amazon SageMaker AI that you can use to systematically measure the relative performance of generative AI systems. SageMaker AI
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Shared by AWS Machine Learning February 7, 2026
Favorite Training and deploying large AI models requires advanced distributed computing capabilities, but managing these distributed systems shouldn’t be complex for data scientists and machine learning (ML) practitioners. The command line interface (CLI) and software development kit (SDK) for Amazon SageMaker HyperPod with Amazon Elastic Kubernetes Service (Amazon EKS) orchestration simplify
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Shared by AWS Machine Learning February 7, 2026
Favorite Today, we’re announcing structured outputs on Amazon Bedrock—a capability that fundamentally transforms how you can obtain validated JSON responses from foundation models through constrained decoding for schema compliance. This represents a paradigm shift in AI application development. Instead of validating JSON responses and writing fallback logic for when they
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Shared by AWS Machine Learning February 7, 2026
Favorite Embedding models power many modern applications—from semantic search and Retrieval-Augmented Generation (RAG) to recommendation systems and content understanding. However, selecting an embedding model requires careful consideration—after you’ve ingested your data, migrating to a different model means re-embedding your entire corpus, rebuilding vector indexes, and validating search quality from scratch.
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Shared by AWS Machine Learning February 6, 2026
Favorite This is a guest post co-written with David Meredith and Josh Zacharias from Associa. Associa, North America’s largest community management company, oversees approximately 7.5 million homeowners with 15,000 employees across more than 300 branch offices. The company manages approximately 48 million documents across 26 TB of data, but their
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Shared by AWS Machine Learning February 6, 2026
Favorite Every year, FOSDEM – the Free and Open Source Developers’ European Meeting – turns Brussels into a global meeting point for the Free and Open Source software community. In 2026, that energy extended well beyond the university halls, as policymakers, foundations, developers, and civil society gathered to confront a
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Shared by voicesofopensource February 5, 2026
Favorite Learn how Google’s NAI framework uses AI to make technology more adaptive, inclusive and helpful for everyone. View Original Source (blog.google/technology/ai/) Here.
Favorite Google Cloud built an industry-first AI tool to help U.S. Ski and Snowboard athletes. View Original Source (blog.google/technology/ai/) Here.
Favorite Learn more about Google’s new ad that will run during football’s Big Game on February 8. View Original Source (blog.google/technology/ai/) Here.
Favorite Marketing teams face major challenges creating campaigns in today’s digital environment. They must navigate through complex data analytics and rapidly changing consumer preferences to produce engaging, personalized content across multiple channels while maintaining brand consistency and working within tight deadlines. Using generative AI can streamline and accelerate the creative
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Shared by AWS Machine Learning February 5, 2026
Shared by AWS Machine Learning February 7, 2026
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