🤖 **Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI**
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker...
📰 […]
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker...
📰 […]
Original post on igeek.gamer-geek-news.com
igeek.gamer-geek-news.com
June 9, 2026 at 8:09 PM
🤖 **Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI**
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker...
📰 […]
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker...
📰 […]
Back on my bullshit (failing to make Sagemaker work)
September 29, 2024 at 1:26 PM
Back on my bullshit (failing to make Sagemaker work)
📰 New article by Roy Allela, Nicolas Jourdan
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
#AWS #AI #MachineLearning
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
#AWS #AI #MachineLearning
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker Training Jobs.
aws.amazon.com
June 9, 2026 at 8:11 PM
📰 New article by Roy Allela, Nicolas Jourdan
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
#AWS #AI #MachineLearning
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
#AWS #AI #MachineLearning
✍️ New blog post by xbill
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
#aws #sagemaker #gemma #mcp
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
#aws #sagemaker #gemma #mcp
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
Step by step deployment of Gemma 4 E2B to a SageMaker real-time endpoint on one NVIDIA L4 with the AWS vLLM container, driven by the aws CLI and managed by a Python MCP server from Claude Code or Gemini CLI.
dev.to
September 25, 2026 at 9:54 PM
✍️ New blog post by xbill
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
#aws #sagemaker #gemma #mcp
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
#aws #sagemaker #gemma #mcp
"Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server" by xbill9
#amazon-sagemaker #generative-ai #machine-learning #mcp #aws-cli
#amazon-sagemaker #generative-ai #machine-learning #mcp #aws-cli
Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server
Step by step deployment of Gemma 4 E2B to a SageMaker real-time endpoint on one NVIDIA L4 with the AWS vLLM container, driven by the aws CLI and managed by a Python MCP server from Claude Code or Gemini CLI.
community.aws
September 25, 2026 at 10:00 PM
"Gemma 4 on an Amazon SageMaker Endpoint: AWS CLI, NVIDIA L4, and an MCP Server" by xbill9
#amazon-sagemaker #generative-ai #machine-learning #mcp #aws-cli
#amazon-sagemaker #generative-ai #machine-learning #mcp #aws-cli
Have run into an unexpected >$1000/month bill because it didn't automatically shut down a SageMaker Jupyter instance that was sitting entirely idle for the month. Not going to make that mistake twice (by never using SageMaker again)
January 4, 2024 at 5:04 PM
Have run into an unexpected >$1000/month bill because it didn't automatically shut down a SageMaker Jupyter instance that was sitting entirely idle for the month. Not going to make that mistake twice (by never using SageMaker again)
If you forget to click the "Log Out" button in your bank's website, it'll log you out after a fixed period of time.
If you forget to click "Log Out" in @awscloud's SageMaker Canvas sub-console, it will charge you $1.90 an hour for the rest of time.
If you forget to click "Log Out" in @awscloud's SageMaker Canvas sub-console, it will charge you $1.90 an hour for the rest of time.
January 4, 2024 at 4:47 PM
If you forget to click the "Log Out" button in your bank's website, it'll log you out after a fixed period of time.
If you forget to click "Log Out" in @awscloud's SageMaker Canvas sub-console, it will charge you $1.90 an hour for the rest of time.
If you forget to click "Log Out" in @awscloud's SageMaker Canvas sub-console, it will charge you $1.90 an hour for the rest of time.
Another day, another "SageMaker team moves too quickly and screws up the IAM permissions."
This isn't the first time they've done this.
This isn't the first time they've done this.
![Text screenshot: We identified an issue with the "Set up for single user (Quick setup)" option [1] when creating a domain on Amazon SageMaker AI, which may require your action. When using the Quick Setup workflow, you can set up a domain using default settings which include granting access to the common SageMaker AI services for individual users to get started. When you use a SageMaker AI feature with resources in Amazon S3, such as input data, the execution role you specify in your request (for example CreateTrainingJob) is used to access these resources. The issue resulted in this execution role having the "AmazonS3FullAccess" policy attached, which permits notebooks running with this role to list and modify files in any S3 bucket in the account. We have resolved this issue and recommend you review and edit your policies to restrict S3 permissions to only the buckets and actions required for your specific use case. We recommend changing your policy to the [Continue]](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:jjld7ws2qgyls32p5efdu4qm/bafkreict2rpmql34nafioyflbkll2oi7lmzfpq7lm2vbk5eudnoto5sqsm)
March 31, 2025 at 8:02 PM
Another day, another "SageMaker team moves too quickly and screws up the IAM permissions."
This isn't the first time they've done this.
This isn't the first time they've done this.
Amazon SageMaker AI enables scalable robot reinforcement learning with NVIDIA Isaac Lab through managed HyperPod clusters and Training Jobs, eliminating infrastructure overhead while supporting distributed policy training across GPU instances.
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
Amazon SageMaker AI enables scalable robot reinforcement learning with NVIDIA Isaac Lab through managed HyperPod clusters and Training Jobs, eliminating infrastructure overhead while supporting distributed policy training across GPU instances.
aws-news.com
June 9, 2026 at 8:08 PM
Amazon SageMaker AI enables scalable robot reinforcement learning with NVIDIA Isaac Lab through managed HyperPod clusters and Training Jobs, eliminating infrastructure overhead while supporting distributed policy training across GPU instances.
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMak...
#Amazon #SageMaker #AI #Technical #How-to
Origin | Interest | Match
#Amazon #SageMaker #AI #Technical #How-to
Origin | Interest | Match
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI | Amazon Web Services
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon SageMaker HyperPod and Amazon SageMaker Training Jobs.
aws.amazon.com
June 9, 2026 at 8:28 PM
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMak...
#Amazon #SageMaker #AI #Technical #How-to
Origin | Interest | Match
#Amazon #SageMaker #AI #Technical #How-to
Origin | Interest | Match
Those are rookie numbers, AWS. Gotta pump those up. Maybe try more surprise billing dimensions? The SageMaker team can give you some pointers.
This reflection comes from: newsletter.pragmaticengineer.com/p/the-pragma...
#1 and #3 both Atlassian products
(This was calculated as # of positive comments - # of negative ones)
#1 and #3 both Atlassian products
(This was calculated as # of positive comments - # of negative ones)
August 19, 2025 at 3:49 PM
Those are rookie numbers, AWS. Gotta pump those up. Maybe try more surprise billing dimensions? The SageMaker team can give you some pointers.
"Agentic Code Generation with GRPO on Amazon SageMaker" by Amit
#agentic-ai #agentic-interactions #ai-engineering #ai-for-developers #ai-agents
#agentic-ai #agentic-interactions #ai-engineering #ai-for-developers #ai-agents
Agentic Code Generation with GRPO on Amazon SageMaker
Fine-tune a 1.5B model to write, run, and iterate on Python code using RL. GRPO training on a single SageMaker GPU for under $8. +152% on hard coding tasks.
community.aws
September 25, 2026 at 10:30 AM
"Agentic Code Generation with GRPO on Amazon SageMaker" by Amit
#agentic-ai #agentic-interactions #ai-engineering #ai-for-developers #ai-agents
#agentic-ai #agentic-interactions #ai-engineering #ai-for-developers #ai-agents
Vision-language RL training just got more accessible. SkyRL on SageMaker HyperPod boosted maze-solving accuracy from 43% to 97% with fault-tolerant multi-node GRPO training. https://aws.amazon.com/blogs/machine-learning/accelerate-multimodal-rl-training-with-skyrl-on-amazon-sagemaker-hyperpod
September 27, 2026 at 6:04 AM
Vision-language RL training just got more accessible. SkyRL on SageMaker HyperPod boosted maze-solving accuracy from 43% to 97% with fault-tolerant multi-node GRPO training. https://aws.amazon.com/blogs/machine-learning/accelerate-multimodal-rl-training-with-skyrl-on-amazon-sagemaker-hyperpod
Next Generation of SageMaker. Same catchall name covering massive sprawl, same lackluster response because who the hell can keep it all straight anymore?
December 3, 2024 at 6:42 PM
Next Generation of SageMaker. Same catchall name covering massive sprawl, same lackluster response because who the hell can keep it all straight anymore?
Proud to announce "Customization for Amazon Nova on SageMaker AI." That's not a service name, that's a verbal train wreck.
July 16, 2025 at 3:14 PM
Proud to announce "Customization for Amazon Nova on SageMaker AI." That's not a service name, that's a verbal train wreck.
📰 New article by Abhishek Maligehalli Shivalingaiah, Arantza Rodriguez, Arkaprava De, Sam McIntyre, Sri Aakash Mandavilli
Run Positron on Amazon SageMaker AI for data science workflows
#AWS #AI #MachineLearning
Run Positron on Amazon SageMaker AI for data science workflows
#AWS #AI #MachineLearning
Run Positron on Amazon SageMaker AI for data science workflows
Positron, Posit’s IDE for data science, now runs on Amazon SageMaker AI. This post shows how a data scientist explores an Amazon Athena table, validates features in R, trains an XGBoost model in Python, deploys a real-time SageMaker AI endpoint, and reports results with Quarto, all in one governed SageMaker Studio Space.
aws.amazon.com
September 21, 2026 at 4:36 PM
📰 New article by Abhishek Maligehalli Shivalingaiah, Arantza Rodriguez, Arkaprava De, Sam McIntyre, Sri Aakash Mandavilli
Run Positron on Amazon SageMaker AI for data science workflows
#AWS #AI #MachineLearning
Run Positron on Amazon SageMaker AI for data science workflows
#AWS #AI #MachineLearning
SkyRLとAmazon SageMaker HyperPodの統合
SkyRLとAmazon SageMaker HyperPodを使用すると、マルチモーダル強化学習のトレーニングを高速化できます。Qwen3-VL-8Bの視覚言語モデルをGroup Relative Policy Optimization（GRPO）でポストトレーニングすることで、視覚迷路をナビゲートする能力を学習できます。SkyRLとSageMaker HyperPodの統合により、長時間のマルチノード…
📝 この記事に注釈を追加できます
https://ragtimez.com/articles/2026-09-26
SkyRLとAmazon SageMaker HyperPodを使用すると、マルチモーダル強化学習のトレーニングを高速化できます。Qwen3-VL-8Bの視覚言語モデルをGroup Relative Policy Optimization（GRPO）でポストトレーニングすることで、視覚迷路をナビゲートする能力を学習できます。SkyRLとSageMaker HyperPodの統合により、長時間のマルチノード…
📝 この記事に注釈を追加できます
https://ragtimez.com/articles/2026-09-26
SkyRLとAmazon SageMaker HyperPodの統合
SkyRLとAmazon SageMaker HyperPodを使用すると、マルチモーダル強化学習のトレーニングを高速化できます。Qwen3-VL-8Bの視覚言語モデルをGroup Relative Policy Optimization（GRPO）でポストトレーニングすることで、視覚迷路をナビゲートする能力を学習できます。SkyRLとSageMaker HyperPodの統合により、長時間のマルチノードトレーニングを安定して実行できます。
ragtimez.com
September 25, 2026 at 11:54 PM
SkyRLとAmazon SageMaker HyperPodの統合
SkyRLとAmazon SageMaker HyperPodを使用すると、マルチモーダル強化学習のトレーニングを高速化できます。Qwen3-VL-8Bの視覚言語モデルをGroup Relative Policy Optimization（GRPO）でポストトレーニングすることで、視覚迷路をナビゲートする能力を学習できます。SkyRLとSageMaker HyperPodの統合により、長時間のマルチノード…
📝 この記事に注釈を追加できます
https://ragtimez.com/articles/2026-09-26
SkyRLとAmazon SageMaker HyperPodを使用すると、マルチモーダル強化学習のトレーニングを高速化できます。Qwen3-VL-8Bの視覚言語モデルをGroup Relative Policy Optimization（GRPO）でポストトレーニングすることで、視覚迷路をナビゲートする能力を学習できます。SkyRLとSageMaker HyperPodの統合により、長時間のマルチノード…
📝 この記事に注釈を追加できます
https://ragtimez.com/articles/2026-09-26
they're the sagemaker team not the iammaker team
March 31, 2025 at 8:03 PM
they're the sagemaker team not the iammaker team
AWS brings GenAI to data catalog queries 💬
AWS now allows querying unstructured data in Amazon SageMaker Catalog using generative AI, via chat or programmatic access.
AWS now allows querying unstructured data in Amazon SageMaker Catalog using generative AI, via chat or programmatic access.
September 24, 2026 at 11:30 AM
AWS brings GenAI to data catalog queries 💬
AWS now allows querying unstructured data in Amazon SageMaker Catalog using generative AI, via chat or programmatic access.
AWS now allows querying unstructured data in Amazon SageMaker Catalog using generative AI, via chat or programmatic access.
AI and analytics converge in new generation Amazon SageMaker
AI and analytics converge in new generation Amazon SageMaker
Calling everything SageMaker is confusing – but a new name would have been worse says AWS
re:Invent Amazon has introduced a new generation of SageMaker at the re:Invent conference in Las Vegas, bringing together analytics and AI, though with some…
dlvr.it
December 6, 2024 at 5:33 PM
AI and analytics converge in new generation Amazon SageMaker
Lol it took AWS eight years to add auto shutdown after an idle period to Sagemaker notebooks
February 11, 2025 at 4:47 AM
Lol it took AWS eight years to add auto shutdown after an idle period to Sagemaker notebooks
They should just admit defeat and call SageMaker "Amazon Q" too, because why the hell not at this point.
December 3, 2024 at 6:42 PM
They should just admit defeat and call SageMaker "Amazon Q" too, because why the hell not at this point.
🤖 Positron on SageMaker AI Streamlines Data Access for Data Scientists
The pitch is small but important. A data scientist launches Positron inside a SageMaker Studio Space, and the workspace runs under the execution role...
#AmazonAWS #EnterpriseAI #SoftwareDevelopment #AI #AIPulse
The pitch is small but important. A data scientist launches Positron inside a SageMaker Studio Space, and the workspace runs under the execution role...
#AmazonAWS #EnterpriseAI #SoftwareDevelopment #AI #AIPulse
Read the full article →
www.synestesia.uk
September 22, 2026 at 9:33 AM
🤖 Positron on SageMaker AI Streamlines Data Access for Data Scientists
The pitch is small but important. A data scientist launches Positron inside a SageMaker Studio Space, and the workspace runs under the execution role...
#AmazonAWS #EnterpriseAI #SoftwareDevelopment #AI #AIPulse
The pitch is small but important. A data scientist launches Positron inside a SageMaker Studio Space, and the workspace runs under the execution role...
#AmazonAWS #EnterpriseAI #SoftwareDevelopment #AI #AIPulse
It's awesome* how big tech is trying to lock the entire federal government into AI services for that sweet, sweet recurring revenue
*not awesome
*not awesome
Amazon to invest up to $50 billion to expand AI and supercomputing infrastructure for US government agencies
Federal agencies will gain access to Amazon SageMaker AI, Amazon Bedrock, Amazon Nova among other AI services from AWS.
www.aboutamazon.com
November 24, 2025 at 7:05 PM
It's awesome* how big tech is trying to lock the entire federal government into AI services for that sweet, sweet recurring revenue
*not awesome
*not awesome
SageMaker を使うたびに「誰かが作りかけのまま放置したプロダクト」感を感じてイライラする．
January 7, 2025 at 10:53 PM
SageMaker を使うたびに「誰かが作りかけのまま放置したプロダクト」感を感じてイライラする．