Amazon published best practices for administering Amazon SageMaker HyperPod through Amazon SageMaker Unified Studio, laying out four layers of control — organization, project, cluster, and workload — …
Amazon SageMaker AI introduced the `aws-ai-ml` skill through the Agent Toolkit for AWS, giving coding agents such as Kiro, Claude Code, and Codex the ability to benchmark endpoints, recommend deployme…
Amazon Web Services detailed Amazon SageMaker AI multi-turn reinforcement learning (MTRL), a fine-tuning capability that trains LLM search agents across full multi-turn trajectories rather than single…
Amazon Payments applied a multi-objective contextual multi-armed bandit on Amazon SageMaker AI to personalize a product acquisition funnel, reporting a high single-digit percentage relative lift in fi…
Uniopen, the digital communication and membership platform from Taiwan's Uni-President Enterprises Group, adapted Amazon Nova 2 Lite to its retail moderation policies using supervised fine-tuning in A…
AWS published Part 1 of a tutorial series showing how to deploy the Qwen3-TTS text-to-speech model on Amazon SageMaker AI using the AWS vLLM-Omni Deep Learning Container, streaming text in and audio o…
AWS published Part 2 of its vLLM-Omni on SageMaker AI series, showing how to deploy two endpoints from the same AWS vLLM-Omni Deep Learning Container to generate images and video. A SageMaker AI real-…
Amazon SageMaker JumpStart now offers the publicly available Qwen3-TTS-12Hz-1.7B-Base text-to-speech model from Alibaba Cloud's Qwen team for deployment to fully managed, real-time inference endpoints…
AWS released a WhisperX Deep Learning Container that packages OpenAI's Whisper with wav2vec2 forced alignment for per-word timestamps and speaker diarization, deployable to Amazon SageMaker AI real-ti…
Posit's integrated development environment Positron now runs on Amazon SageMaker AI, letting data science teams query Amazon Athena, the AWS Glue Data Catalog, and Amazon S3 directly under a Space exe…
EXL launched a Medical intelligent document processing (IDP) solution built on AWS that combines its Xtrakto.AI document-extraction application with the EXL Insurance LLM to cut the more than 100 minu…
AWS published a guide for migrating a multi-model healthcare AI agent from self-managed Amazon ECS with AWS Fargate to the Amazon Bedrock AgentCore runtime, which handles container lifecycle, scaling,…
Hugging Face released six open-source agent skills that let coding agents such as Kiro and Claude Code deploy production-ready Hugging Face models on Amazon SageMaker AI with autoscaling, Amazon Cloud…
A synthetic data augmentation pipeline built on Amazon SageMaker AI and Amazon Rekognition improved person-detection mAP50 by up to 160 percent for industrial safety models without manual annotation o…
Amazon Web Services announced Instance preference lists for Amazon SageMaker AI Training Jobs and Amazon SageMaker Processing Jobs, letting customers specify an ordered list of up to five acceptable i…
CertArena launched as a free AI certification simulator built with zero dependencies on native Node 24, offering 26 scenarios covering AI fundamentals, Amazon Bedrock, responsible AI, and AWS security…
AWS published a guide for governing ML models across accounts using MLflow and Amazon SageMaker AI Model Registry sync, detailing hub-and-spoke and hybrid topologies for regulated environments. The po…
AWS announced an enhanced sync between managed MLflow on Amazon SageMaker AI and the SageMaker AI Model Registry, automatically carrying training metrics, evaluation results, lineage, and lifecycle st…
Amazon Web Services benchmarked two 30B Mixture-of-Experts LLMs on SageMaker AI, showing that new G7 instances powered by NVIDIA Blackwell GPUs deliver measurable gains in throughput, latency, and cos…
Boomi Scribe, an AI-powered documentation agent built on AWS, automates the creation and maintenance of integration process documentation for enterprise developers, using Amazon Bedrock and Anthropic'…