Evaluating generative AI models with Amazon Nova LLM-as-a-Judge on Amazon SageMaker AI
TutoSartup excerpt from this article:
Amazon Nova LLM-as-a-Judge achieves advanced performance among evaluation models, demonstrating strong alignment with human judgments across a range of tasks... Finally, a visualization function renders charts and tables, summarizing which model was preferred, how strong the preference was, and how reliable the estimates are...Evaluating the performance of large language models (LLMs) goes be...
Amazon Nova LLM-as-a-Judge achieves advanced performance among evaluation models, demonstrating strong alignment with human judgments across a range of tasks... Finally, a visualization function renders charts and tables, summarizing which model was preferred, how strong the preference was, and how reliable the estimates are...Evaluating the performance of large language models (LLMs) goes be...
Explore scaling options for AWS Directory Service for Microsoft Active Directory
TutoSartup excerpt from this article:
In this post, you’ll learn how to use Amazon CloudWatch dashboards to monitor key performance metrics of your AWS Managed Microsoft AD deployment to track and analyze a directory’s performance over time... You can then use that information to determine when and how best to scale directory services for optimal performance... When it’s time to scale a directory, AWS Managed Microsoft AD of...
In this post, you’ll learn how to use Amazon CloudWatch dashboards to monitor key performance metrics of your AWS Managed Microsoft AD deployment to track and analyze a directory’s performance over time... You can then use that information to determine when and how best to scale directory services for optimal performance... When it’s time to scale a directory, AWS Managed Microsoft AD of...
Sovereign failover – Design for digital sovereignty using the AWS European Sovereign Cloud
TutoSartup excerpt from this article:
This post explains how to design failover architectures that span AWS partitions—including the AWS European Sovereign Cloud, AWS GovCloud (US) and other AWS Regions in the global infrastructure — so workloads can continue operating when sovereignty requirements shift... This post explores the architectural patterns, challenges, and best practices for building cross-partition failover, coveri...
This post explains how to design failover architectures that span AWS partitions—including the AWS European Sovereign Cloud, AWS GovCloud (US) and other AWS Regions in the global infrastructure — so workloads can continue operating when sovereignty requirements shift... This post explores the architectural patterns, challenges, and best practices for building cross-partition failover, coveri...
Simplify ModelOps with Amazon SageMaker AI Projects using Amazon S3-based templates
TutoSartup excerpt from this article:
If you’ve struggled with setting up project templates for your data science team, you know that the previous approach using AWS Service Catalog required configuring portfolios, products, and managing complex permissions—adding significant administrative overhead before your team could start building machine learning (ML) pipelines... Amazon SageMaker AI Projects now offers an easier path: Am...
If you’ve struggled with setting up project templates for your data science team, you know that the previous approach using AWS Service Catalog required configuring portfolios, products, and managing complex permissions—adding significant administrative overhead before your team could start building machine learning (ML) pipelines... Amazon SageMaker AI Projects now offers an easier path: Am...
Scale AI in South Africa using Amazon Bedrock global cross-Region inference with Anthropic Claude 4.5 models
TutoSartup excerpt from this article:
Global cross-Region inference in the af-south-1 AWS Region changes that... You can now invoke models from the Cape Town Region while Amazon Bedrock automatically routes requests to Regions with available capacity... Global cross-Region inference with Anthropic Claude Sonnet 4...5 on Amazon Bedrock in the Cape Town Region (af-south-1) gives you access to the Claude 4... Global cross-Region infe...
Global cross-Region inference in the af-south-1 AWS Region changes that... You can now invoke models from the Cape Town Region while Amazon Bedrock automatically routes requests to Regions with available capacity... Global cross-Region inference with Anthropic Claude Sonnet 4...5 on Amazon Bedrock in the Cape Town Region (af-south-1) gives you access to the Claude 4... Global cross-Region infe...
Foreign Bonds Lead US Fixed Income In 2026
TutoSartup excerpt from this article:
As a result, governments are paying out higher levels of interest, which further lifts debt loads and threatens to raise inflation...Diversifying into foreign bond markets has been a winning trade for US investors during the opening month of 2026...5% this year, well ahead of other slices of foreign fixed income as well as its US equivalent (TIP)...Notably, all the foreign bond ETFs in the ch...
As a result, governments are paying out higher levels of interest, which further lifts debt loads and threatens to raise inflation...Diversifying into foreign bond markets has been a winning trade for US investors during the opening month of 2026...5% this year, well ahead of other slices of foreign fixed income as well as its US equivalent (TIP)...Notably, all the foreign bond ETFs in the ch...
Announcing the AWS Digital Sovereignty Well-Architected Lens
TutoSartup excerpt from this article:
As organizations accelerate cloud adoption, meeting digital sovereignty requirements has become essential to build trust with customers and regulators worldwide... The challenge isn’t whether to adopt the cloud—it’s how to do so while meeting sovereignty requirements, using a multidisciplinary approach...Partners and customers have said that they understand how AWS is sovereign-by-design, bu...
As organizations accelerate cloud adoption, meeting digital sovereignty requirements has become essential to build trust with customers and regulators worldwide... The challenge isn’t whether to adopt the cloud—it’s how to do so while meeting sovereignty requirements, using a multidisciplinary approach...Partners and customers have said that they understand how AWS is sovereign-by-design, bu...