Favorite Software as a service (SaaS) companies managing multiple tenants face a critical challenge: efficiently extracting meaningful insights from vast document collections while controlling costs. Traditional approaches often lead to unnecessary spending on unused storage and processing resources, impacting both operational efficiency and profitability. Organizations need solutions that intelligently scale
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Shared by AWS Machine Learning July 8, 2025
Favorite Today, we are excited to announce that Qwen3, the latest generation of large language models (LLMs) in the Qwen family, is available through Amazon Bedrock Marketplace and Amazon SageMaker JumpStart. With this launch, you can deploy the Qwen3 models—available in 0.6B, 4B, 8B, and 32B parameter sizes—to build, experiment,
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Shared by AWS Machine Learning July 8, 2025
Favorite This post is co-written with Shashank Saraogi, Nat Gale, and Durran Kelly from INRIX. The complexity of modern traffic management extends far beyond mere road monitoring, encompassing massive amounts of data collected worldwide from connected cars, mobile devices, roadway sensors, and major event monitoring systems. For transportation authorities managing
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Shared by AWS Machine Learning July 8, 2025
Favorite This post is co-written with Payal Singh from Cohere. The Cohere Embed 4 multimodal embeddings model is now generally available on Amazon SageMaker JumpStart. The Embed 4 model is built for multimodal business documents, has leading multilingual capabilities, and offers notable improvement over Embed 3 across key benchmarks. In
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Shared by AWS Machine Learning July 8, 2025
Favorite Evaluating the quality of AI responses across multiple languages presents significant challenges for organizations deploying generative AI solutions globally. How can you maintain consistent performance when human evaluations require substantial resources, especially across diverse languages? Many companies find themselves struggling to scale their evaluation processes without compromising quality or
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Shared by AWS Machine Learning July 8, 2025
Favorite In this post, we demonstrate how to build an end-to-end solution for text classification using the Amazon Bedrock batch inference capability with the Anthropic’s Claude Haiku model. Amazon Bedrock batch inference offers a 50% discount compared to the on-demand price, which is an important factor when dealing with a
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Shared by AWS Machine Learning July 8, 2025
Favorite Financial fraud detection isn’t just important to banks—it’s essential. With global fraud losses surpassing $40 billion annually and sophisticated criminal networks constantly evolving their tactics, financial institutions face an increasingly complex threat landscape. Today’s fraud schemes operate across multiple accounts, institutions, and channels, creating intricate webs designed specifically to
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Shared by AWS Machine Learning July 8, 2025
Favorite The world’s population is expanding at a rapid rate. The growing global population requires innovative solutions to produce food, fiber, and fuel, while restoring natural resources like soil and water and addressing climate change. Bayer Crop Science estimates farmers need to increase crop production by 50% by 2050 to
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Shared by AWS Machine Learning July 8, 2025
Favorite The UN’s Open Source Week in New York City brought people together from around the world to discuss the promise of Open Source and how it can be leveraged to build sustainable digital public goods and infrastructure. Stefano Maffulli, Executive Director of the OSI, was joined by board directors
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Shared by voicesofopensource July 8, 2025
Favorite This field guide and investment support AI’s potential in evidence-based mental health interventions and research. View Original Source (blog.google/technology/ai/) Here.
Shared by AWS Machine Learning July 8, 2025
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