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Use AWS Deep Learning Containers with Amazon SageMaker AI managed MLflow

Organizations building custom machine learning (ML) models often have specialized requirements that standard platforms can’t accommodate. For example, healthcare companies need specific environments to protect patient data while meeting HIPAA compliance, financial institutions require specific hardware configurations to optimize proprietary trading algorithms, and research teams need flexibility to experiment with cutting-edge techniques using custom frameworks….

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Circulose and TextileGenesis in link to scale traceable circular materials

Published September 18, 2025 Supply chain traceability continues to move forward with Swedish next-gen materials producer Circulose partnering with pioneering textile ecosystem platform TextileGenesis. Image: Circulose Through the collaboration, every kilo of Circulose’s pulp (made entirely from discarded textiles) will be digitally traced to finished product, “giving brands verified, data-backed visibility to support circularity claims,…

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