Updates on Amazon Sagemaker

Every AI story we track on Amazon Sagemaker: 73 stories so far, each summarized in our own words and linked to the publisher that reported it.

Pulled from 125 sources

This week

Dev9 min read

Orchestrating SageMaker AI endpoint auto scaling with AWS CDK

AWS Blog2d ago

Machine Learning14 min read

Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs

AWS Blog3d ago

This month

Machine Learning6 min read

Deploy and evaluate models with Amazon SageMaker JumpStart

AWS Blog12d ago

Machine Learning9 min read

Mixture-of-Experts kernel engineering on Amazon SageMaker AI

AWS Blog12d ago

Business & Enterprise11 min read

Deploy decision models with llama.cpp on Amazon SageMaker AI

AWS Blog13d ago

Machine Learning10 min read

Manage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio

AWS Blog19d ago

Dev11 min read

New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent

AWS Blog20d ago

Machine Learning11 min read

Fine-tune a search agent with multi-turn RL on Amazon SageMaker AI

AWS Blog23d ago

Business & Enterprise16 min read

Uplifting conversion across the acquisition funnel with personalization using contextual bandits on AWS

AWS Blog24d ago

Business & Enterprise8 min read

How uniopen customized Amazon Nova to their retail moderation policies for production deployment

AWS Blog24d ago

Consumer Tech7 min read

Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1

AWS Blog27d ago

Machine Learning18 min read

Accelerate multimodal RL training with SkyRL on Amazon SageMaker HyperPod

AWS Blog30d ago

Consumer Tech12 min read

Deploying real-time personalized speech with Qwen3-TTS on Amazon SageMaker AI

AWS Blog30d ago

Business & Enterprise13 min read

Speaker-labeled transcription with WhisperX on SageMaker AI

AWS BlogSep 24

Machine Learning10 min read

Right-size generative AI endpoints with concurrency sweeps on Amazon SageMaker AI

AWS BlogSep 22

Business & Enterprise10 min read

Run Positron on Amazon SageMaker AI for data science workflows

AWS BlogSep 21

Dev8 min read

Introducing Amazon SageMaker HyperPod Inference Gateway

Covered by 2 sourcesSep 18

Healthcare11 min read

Migrating multi-model AI agents to Amazon Bedrock AgentCore runtime

AWS BlogSep 18

Business & Enterprise18 min read

Amazon SageMaker Inference: 2026 year-to-date launches in review

AWS BlogSep 18

Dev13 min read

Deploy Hugging Face models on Amazon SageMaker AI with coding agents

AWS BlogSep 18

Industry & Manufacturing17 min read

Enhancing industrial safety AI with synthetic data on Amazon SageMaker AI

AWS BlogSep 17

Business & Enterprise11 min read

Build an AI-powered product tagging system with Amazon SageMaker serverless model customization

AWS BlogSep 15

Machine Learning10 min read

Announcing instance preference lists for Amazon SageMaker AI training jobs

AWS BlogSep 15

Machine Learning9 min read

Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

AWS BlogSep 10

Machine Learning9 min read

Reduce inference cold starts on Amazon SageMaker HyperPod with model caching

AWS BlogSep 10

Business & Enterprise19 min read

Deploying Qwen3.8-2.4T-A95B on Amazon SageMaker HyperPod with vLLM

AWS BlogSep 9

Machine Learning9 min read

Pathway’s brain-inspired architecture development on Amazon SageMaker HyperPod

AWS BlogSep 8

Machine Learning15 min read

Benchmarking small LLM inference on SageMaker AI: G7 vs G5 and G6

AWS BlogSep 8

Business & Enterprise25 min read

Run agent-driven Amazon SageMaker HyperPod operations with InstantStart

Covered by 2 sourcesSep 4

Machine Learning10 min read

How ZS democratized secure ad-hoc analytics with Amazon SageMaker

AWS BlogSep 1

Machine Learning11 min read

Batch write and discover records in Amazon SageMaker Feature Store

AWS BlogAug 28

Machine Learning10 min read

Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components

AWS BlogAug 28

Machine Learning10 min read

Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics

AWS BlogAug 27

Machine Learning17 min read

Bring your own model with Amazon SageMaker AI: Script mode in SDK v3

AWS BlogAug 26

Dev11 min read

Introducing new Ray capabilities on SageMaker HyperPod

AWS BlogAug 24

Agents8 min read

Accelerating aircraft IFEC diagnostics with agentic AI on AWS

AWS BlogAug 21

AI Research11 min read

How OneAdvanced deployed over 50 AI agents on UK-sovereign AWS

AWS BlogAug 12

Dev29 min read

Tiered KV cache for large LLMs on Amazon SageMaker HyperPod with Curvine

AWS BlogAug 12

Dev15 min read

Run interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows

AWS BlogAug 10

Dev12 min read

LLM optimization integration for Amazon SageMaker Python SDK

AWS BlogAug 6

Machine Learning16 min read

Build an explainable next-best-product recommendation system for banking on AWS

AWS BlogJul 24

Healthcare11 min read

Real-time dental image verification with Amazon SageMaker AI at Henry Schein One

AWS BlogJul 10

Machine Learning18 min read

Deploying quantized models on Amazon SageMaker AI with Unsloth

AWS BlogJul 10

Chips & Compute

Optimize model training on Amazon SageMaker AI with NVIDIA Blackwell

AWS BlogJun 25

Image Generation

Implementing super resolution by deploying SeedVR2 on Amazon SageMaker AI

AWS BlogJun 25

Running ComfyUI workflows on Amazon SageMaker AI processing jobs

AWS BlogJun 22

Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch

AWS BlogJun 18

Machine Learning

Amazon SageMaker AI Async Inference now supports inline request payloads

AWS BlogJun 17

Introducing container caching in Amazon SageMaker AI for faster model scaling

AWS BlogJun 16

Machine Learning

End-to-end encrypted ML inference with Amazon SageMaker AI and FHE

AWS BlogJun 8

Improve your agent’s tool-calling accuracy with SFT and DPO on Amazon SageMaker AI

AWS BlogJun 3

Machine Learning

Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality

AWS BlogMay 29

Machine Learning

Build a custom portal with embedded Amazon SageMaker AI MLflow Apps

AWS BlogMay 28

Machine Learning

Streamline external access to Amazon SageMaker MLflow using a REST API proxy

AWS BlogMay 28

Announcing OpenAI-compatible API support for Amazon SageMaker AI endpoints

AWS BlogMay 20

Build real-time voice applications with Amazon SageMaker AI and vLLM

AWS BlogMay 20

Machine Learning

Accelerate ML feature pipelines with new capabilities in Amazon SageMaker Feature Store

AWS BlogMay 19

LLM & Text Generation

Fine-tune LLM with Databricks Unity Catalog and Amazon SageMaker AI

AWS BlogMay 13

Machine Learning

Overcoming reward signal challenges: Verifiable rewards-based reinforcement learning with GRPO on SageMaker AI

AWS BlogMay 7

Agent-guided workflows to accelerate model customization in Amazon SageMaker AI

AWS BlogMay 4

Showing the 60 most recent of 73 stories on Amazon Sagemaker