Infinite scale: The architecture behind the Azure AI superfactory
TutoSartup excerpt from this article:
Fairwater is a departure from the traditional cloud datacenter model and uses a single flat network that can integrate hundreds of thousands of the latest NVIDIA GB200 and GB300 GPUs into a massive supercomputer... These innovations are a product of decades of experience designing datacenters and networks, as well as learnings from supporting some of the largest AI training jobs on the planet... ...
Fairwater is a departure from the traditional cloud datacenter model and uses a single flat network that can integrate hundreds of thousands of the latest NVIDIA GB200 and GB300 GPUs into a massive supercomputer... These innovations are a product of decades of experience designing datacenters and networks, as well as learnings from supporting some of the largest AI training jobs on the planet... ...
Amazon discovers APT exploiting Cisco and Citrix zero-days
TutoSartup excerpt from this article:
The Amazon threat intelligence team has identified an advanced threat actor exploiting previously undisclosed zero-day vulnerabilities in Cisco Identity Service Engine (ISE) and Citrix systems... This discovery highlights the trend of threat actors focusing on critical identity and network access control infrastructure—the systems enterprises rely on to enforce security policies and manage authe...
The Amazon threat intelligence team has identified an advanced threat actor exploiting previously undisclosed zero-day vulnerabilities in Cisco Identity Service Engine (ISE) and Citrix systems... This discovery highlights the trend of threat actors focusing on critical identity and network access control infrastructure—the systems enterprises rely on to enforce security policies and manage authe...
High-Beta Stocks Continue Leading Equity Risk Factors In 2025
TutoSartup excerpt from this article:
There’s no contest going into the final stretch of the year among US equity factor ETFs... Two factor funds are neck and neck for second place this year: momentum (MTUM) and large-cap growth (IVW), each rallying 22... The caveat: SPHB’s outperformance over the market and other factors ebbs and flows through time... But timing is a mystery, and given the long-running underperformance in these f...
There’s no contest going into the final stretch of the year among US equity factor ETFs... Two factor funds are neck and neck for second place this year: momentum (MTUM) and large-cap growth (IVW), each rallying 22... The caveat: SPHB’s outperformance over the market and other factors ebbs and flows through time... But timing is a mystery, and given the long-running underperformance in these f...
Macro Briefing: 12 November 2025
TutoSartup excerpt from this article:
”The House is set to vote on legislation to end government shutdown... Reopening the government will avert a recession that may have come to pass in the event of a prolonged shutdown lasting weeks or months longer, according to economic analysts... “If the government opens up and people get back to work, this will prevent what might otherwise have been a pretty serious downturn in the econo...
”The House is set to vote on legislation to end government shutdown... Reopening the government will avert a recession that may have come to pass in the event of a prolonged shutdown lasting weeks or months longer, according to economic analysts... “If the government opens up and people get back to work, this will prevent what might otherwise have been a pretty serious downturn in the econo...
Powering enterprise search with the Cohere Embed 4 multimodal embeddings model in Amazon Bedrock
TutoSartup excerpt from this article:
We’ll show you how to quickly get started using Embed 4 on Amazon Bedrock, taking advantage of integrations with Strands Agents, S3 Vectors, and Amazon Bedrock AgentCore to build powerful agentic retrieval-augmented generation (RAG) workflows... We leverage the extensible Strands Agent SDK to simplify agent development and take advantage of model choice flexibility... We also use Bedrock Agent...
We’ll show you how to quickly get started using Embed 4 on Amazon Bedrock, taking advantage of integrations with Strands Agents, S3 Vectors, and Amazon Bedrock AgentCore to build powerful agentic retrieval-augmented generation (RAG) workflows... We leverage the extensible Strands Agent SDK to simplify agent development and take advantage of model choice flexibility... We also use Bedrock Agent...
A guide to building AI agents in GxP environments
TutoSartup excerpt from this article:
Detailed compliance validation information for Amazon Bedrock AgentCore is available in the compliance documentation... Inherit compliance controls with AWS services such as Amazon Bedrock’s ISO 27001, SOC 1/2/3, FedRAMP, and GDPR/HIPAA eligibility... Augment risk management procedures with Amazon Bedrock AgentCore supporting end-to-end visibility and runtime requirements for complex multi...
Detailed compliance validation information for Amazon Bedrock AgentCore is available in the compliance documentation... Inherit compliance controls with AWS services such as Amazon Bedrock’s ISO 27001, SOC 1/2/3, FedRAMP, and GDPR/HIPAA eligibility... Augment risk management procedures with Amazon Bedrock AgentCore supporting end-to-end visibility and runtime requirements for complex multi...
Multi-Agent collaboration patterns with Strands Agents and Amazon Nova
TutoSartup excerpt from this article:
Multi-agent generative AI systems use multiple specialized AI agents working together to handle complex, multi-faceted tasks that exceed the capabilities of any single model... By combining agents with different skills or modalities (for example, language, vision, audio, video), these systems can tackle tasks in parallel or sequence, yielding more robust results... Recent research shows that multi...
Multi-agent generative AI systems use multiple specialized AI agents working together to handle complex, multi-faceted tasks that exceed the capabilities of any single model... By combining agents with different skills or modalities (for example, language, vision, audio, video), these systems can tackle tasks in parallel or sequence, yielding more robust results... Recent research shows that multi...