Build efficient agents with knowledge distillation on Amazon SageMaker AI
TutoSartup excerpt from this article:
You built a shopping assistant on a frontier model, and it works... But what does that interaction actually cost? An agentic assistant is not one model call, it is a loop: search, read results, refine, verify, decide... A single completed task can be multiple calls to that frontier model, and you pay for every one, on every shopper... One way to make an agentic application more efficient is to us...
You built a shopping assistant on a frontier model, and it works... But what does that interaction actually cost? An agentic assistant is not one model call, it is a loop: search, read results, refine, verify, decide... A single completed task can be multiple calls to that frontier model, and you pay for every one, on every shopper... One way to make an agentic application more efficient is to us...
Agentic engineering intelligence with Amazon Nova Multimodal Embeddings and Amazon Bedrock AgentCore
TutoSartup excerpt from this article:
This post picks up where that retrieval work left off, putting those capabilities inside a multi-agent system that assembles substitution evidence, from retrieval to a drafted assessment... In this post, we show how to build a multi-agent engineering assistant that cuts the manual cross-referencing behind part substitution evaluation using Amazon Bedrock AgentCore, Amazon Nova Multimodal Embeddi...
This post picks up where that retrieval work left off, putting those capabilities inside a multi-agent system that assembles substitution evidence, from retrieval to a drafted assessment... In this post, we show how to build a multi-agent engineering assistant that cuts the manual cross-referencing behind part substitution evaluation using Amazon Bedrock AgentCore, Amazon Nova Multimodal Embeddi...
AWS Weekly Roundup: GPT-6.1 Terra on Bedrock, Step Functions as agent tools, and more (November 2, 2026)
TutoSartup excerpt from this article:
The agentic launches that stayed with me last week had nothing to do with how capable a model is... AWS Step Functions, which already orchestrates over 220 AWS services, can now be handed to an agent as a tool, so workflows teams already trust became callable without a rewrite... Neither story involves rebuilding anything, only describing what exists and letting the agent find it... AWS Step Func...
The agentic launches that stayed with me last week had nothing to do with how capable a model is... AWS Step Functions, which already orchestrates over 220 AWS services, can now be handed to an agent as a tool, so workflows teams already trust became callable without a rewrite... Neither story involves rebuilding anything, only describing what exists and letting the agent find it... AWS Step Func...
Major Asset Classes | October 2026 | Performance Review
TutoSartup excerpt from this article:
After two consecutive months of steep declines, US real estate investment trusts (VNQ) rebounded, posting a strong 4... Commodities (GSG) delivered the second-strongest performance, extending a winning streak to four straight months...US real estate shares and commodities led performance among the major asset classes last month... The rally marked VNQ’s biggest monthly advance since April... C...
After two consecutive months of steep declines, US real estate investment trusts (VNQ) rebounded, posting a strong 4... Commodities (GSG) delivered the second-strongest performance, extending a winning streak to four straight months...US real estate shares and commodities led performance among the major asset classes last month... The rally marked VNQ’s biggest monthly advance since April... C...
Inside a successful AWS European Sovereign Cloud exercise to demonstrate independent operation
TutoSartup excerpt from this article:
On Saturday, October 24, 2026 we conducted a successful exercise demonstrating that the AWS European Sovereign Cloud can operate without depending on any infrastructure outside the European Union (EU)... The AWS European Sovereign Cloud is a new, independent cloud partition for Europe that became generally available in January 2026, with its first AWS Region in Brandenburg, Germany... ...
On Saturday, October 24, 2026 we conducted a successful exercise demonstrating that the AWS European Sovereign Cloud can operate without depending on any infrastructure outside the European Union (EU)... The AWS European Sovereign Cloud is a new, independent cloud partition for Europe that became generally available in January 2026, with its first AWS Region in Brandenburg, Germany... ...
Book Bits: 31 October 2026
TutoSartup excerpt from this article:
Miriam Posner presents a blow-by-blow account of the technology of supply-chain management from punch cards to neural nets, revealing how the system’s built-in ambiguity shields companies from accountability while exploiting workers... Drawing on more than a decade of research, Posner shows how computation converged with the growth of global trade to allow for a lightning-quick, astoundingly ef...
Miriam Posner presents a blow-by-blow account of the technology of supply-chain management from punch cards to neural nets, revealing how the system’s built-in ambiguity shields companies from accountability while exploiting workers... Drawing on more than a decade of research, Posner shows how computation converged with the growth of global trade to allow for a lightning-quick, astoundingly ef...
Managing Amazon Bedrock costs end to end: A playbook for FinOps and platform teams
TutoSartup excerpt from this article:
Many teams start by comparing per-model token rates and asking application teams to shorten prompts... A conversational assistant typically issues one model invocation per user turn... Published averages are a poor substitute for your own numbers: use the AWS Pricing Calculator and the Amazon Bedrock pricing page to model rates, and use Step 2 of this post to measure what your workloads actually ...
Many teams start by comparing per-model token rates and asking application teams to shorten prompts... A conversational assistant typically issues one model invocation per user turn... Published averages are a poor substitute for your own numbers: use the AWS Pricing Calculator and the Amazon Bedrock pricing page to model rates, and use Step 2 of this post to measure what your workloads actually ...