Accelerating AI and databases with Azure Container Storage, now 7 times faster and open source
TutoSartup excerpt from this article:
Azure Container Storage’s vision is to serve as the unified block storage orchestrator for Kubernetes workloads on Azure, providing a consistent experience across multiple storage backends for simplified volume orchestration via Kubernetes APIs...Explore our open-source repository (local-csi-driver), and learn more about our related block storage products:Azure Container Storage en...
Azure Container Storage’s vision is to serve as the unified block storage orchestrator for Kubernetes workloads on Azure, providing a consistent experience across multiple storage backends for simplified volume orchestration via Kubernetes APIs...Explore our open-source repository (local-csi-driver), and learn more about our related block storage products:Azure Container Storage en...
Markets Continue To Signal Risk-On For Global Strategies
TutoSartup excerpt from this article:
A big-picture measure of the risk appetite via global asset allocation continues to skew positive in no trivial degree, based on the ratio of two ETFs that compare an aggressive strategy (AOA) to its conservative counterpart (AOK) through Friday’s close (Sep...Risk-on looks even stronger for the US equity market, based on the surging ratio for a conventional measure of the US s...
A big-picture measure of the risk appetite via global asset allocation continues to skew positive in no trivial degree, based on the ratio of two ETFs that compare an aggressive strategy (AOA) to its conservative counterpart (AOK) through Friday’s close (Sep...Risk-on looks even stronger for the US equity market, based on the surging ratio for a conventional measure of the US s...
Macro Briefing: 15 September 2025
TutoSartup excerpt from this article:
A simple test of adding gold and/or bitcoin to a stock and bond portfolio highlights key differences in risk and reward associated with these alternative assets, according to analysis by TMC Research, a unit of The Milwaukee Company, a wealth manager... A backtest that adds bitcoin to a stock/bond mix raised performance sharply, but at a cost of dramatically higher portfolio risk... Gold, by cont...
A simple test of adding gold and/or bitcoin to a stock and bond portfolio highlights key differences in risk and reward associated with these alternative assets, according to analysis by TMC Research, a unit of The Milwaukee Company, a wealth manager... A backtest that adds bitcoin to a stock/bond mix raised performance sharply, but at a cost of dramatically higher portfolio risk... Gold, by cont...
Book Bits: 13 September 2025
TutoSartup excerpt from this article:
By purchasing books through this site, you provide support for The Capital Spectator’s free content... Obsessed with cutting costs, American businesses were already moving to Mexico and other nations, but everyone thrilled to China, which had discarded “Maoist idiocy” to open a titanic market to world entrepreneurs... The world was getting richer, and the world’s richest nation could only...
By purchasing books through this site, you provide support for The Capital Spectator’s free content... Obsessed with cutting costs, American businesses were already moving to Mexico and other nations, but everyone thrilled to China, which had discarded “Maoist idiocy” to open a titanic market to world entrepreneurs... The world was getting richer, and the world’s richest nation could only...
Automate advanced agentic RAG pipeline with Amazon SageMaker AI
TutoSartup excerpt from this article:
However, crafting a reliable RAG pipeline is rarely a one-shot process... Furthermore, management of high-performing RAG pipeline involves complex deployment, with teams often using manual RAG pipeline management, leading to inconsistent results, time-consuming troubleshooting, and difficulty in reproducing successful configurations... By combining experimentation and automation with SageMaker AI...
However, crafting a reliable RAG pipeline is rarely a one-shot process... Furthermore, management of high-performing RAG pipeline involves complex deployment, with teams often using manual RAG pipeline management, leading to inconsistent results, time-consuming troubleshooting, and difficulty in reproducing successful configurations... By combining experimentation and automation with SageMaker AI...
Unlock model insights with log probability support for Amazon Bedrock Custom Model Import
TutoSartup excerpt from this article:
You can use Amazon Bedrock Custom Model Import to seamlessly integrate your customized models—such as Llama, Mistral, and Qwen—that you have fine-tuned elsewhere into Amazon Bedrock... The experience is completely serverless, minimizing infrastructure management while providing your imported models with the same unified API access as native Amazon Bedrock models... Your custom models benefit f...
You can use Amazon Bedrock Custom Model Import to seamlessly integrate your customized models—such as Llama, Mistral, and Qwen—that you have fine-tuned elsewhere into Amazon Bedrock... The experience is completely serverless, minimizing infrastructure management while providing your imported models with the same unified API access as native Amazon Bedrock models... Your custom models benefit f...
Migrate from Anthropic’s Claude 3.5 Sonnet to Claude 4 Sonnet on Amazon Bedrock
TutoSartup excerpt from this article:
Anthropic’s Claude 4 Sonnet model has launched on Amazon Bedrock, marking a significant advancement in foundation model capabilities... Organizations must treat model migrations as a core component of their AI inference strategy, because poor execution can result in service disruptions, performance regressions, and cost overruns... We examine the key model differences, highlight essential migr...
Anthropic’s Claude 4 Sonnet model has launched on Amazon Bedrock, marking a significant advancement in foundation model capabilities... Organizations must treat model migrations as a core component of their AI inference strategy, because poor execution can result in service disruptions, performance regressions, and cost overruns... We examine the key model differences, highlight essential migr...