{"type": "article", "title": "Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/comprehensive-observability-for-amazon-sagemaker-ai-llm-inference-from-gpu-to", "original_source": "https://aws.amazon.com/blogs/machine-learning/comprehensive-observability-for-amazon-sagemaker-ai-llm-inference-from-gpu-utilization-to-llm-quality/", "published": "2026-05-29T23:36:58+00:00", "accessed": "2026-07-14", "id": "comprehensive-observability-for-amazon-sagemaker-ai-llm-inference-from-gpu-to"}