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Amazon's approach to customer-obsessed science. Get the latest news about innovations in artificial intelligence and machine learning, including job opportunities, publications, conferences, events and more.
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A decade of mathematical certainty: Reflections on the Automated Reasoning Group
In 2016 a small research team at Amazon announced our presence to the world with the launch of the Automated Reasoning Group (ARG). Our vision was bold: use mathematical logic to not just test AWS systems but to prove, with mathematical certainty, that th
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AWS Trainium Frontier competition: Co-design models and kernels on purpose-built AI chips
Modern LLM architectures have co-evolved within a single hardware family. The shapes of our attention mechanisms, the structure of our multilayer perceptrons (MLPs), the choice of numerical formats, and even the granularity of parallelism strategies have
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34 Amazon Research Awards Build on Trainium recipients announced
Build on Trainium is a $110 million credit program focused on AI research and university education aimed to support the next generation of innovation and development on AWS Trainium. The program provides compute credits to novel AI research on Trainium, i
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How controllers from industrial machinery can coordinate multitask machine learning
Training a machine learning model to handle multiple objectives simultaneously is a bit like trying to follow GPS directions to several destinations at once: the routes often conflict, and compromising between them can leave you farther from every destina
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A new benchmark for evaluating patient-facing health AI agents
When a virtual patient in a benchmark scenario tells an AI agent they're feeling feverish, or hopeless, the difference between a safe response and an unsafe one often comes down to clinical design - not just medical knowledge. As healthcare AI shifts from
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