Deploying Kimi K3 on AWS
TutoSartup excerpt from this article:
Open weight models have become powerful enough to handle complex tasks such as multi-step agentic workflows, advanced reasoning, and long-horizon coding... However, as these models grow in capability, they also grow in size and hosting multi-trillion parameter architectures requires purpose-built infrastructure, high-end GPU compute, and optimized serving frameworks...8 trillion parameter Mixture ...
Open weight models have become powerful enough to handle complex tasks such as multi-step agentic workflows, advanced reasoning, and long-horizon coding... However, as these models grow in capability, they also grow in size and hosting multi-trillion parameter architectures requires purpose-built infrastructure, high-end GPU compute, and optimized serving frameworks...8 trillion parameter Mixture ...
Prove your data analytics skills: Three new microcredentials now available
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Today, we’re launching three new microcredentials focused on Data Analytics: AWS Data Streaming Demonstrated, AWS Data Lakehouse Demonstrated, and AWS Data Visualization Demonstrated... What’s new AWS Data Streaming Demonstrated Prove you can troubleshoot and fix real-time streaming infrastructure... AWS services covered: Amazon Kinesis Data Streams, Amazon MSK, Amazon Da...
Today, we’re launching three new microcredentials focused on Data Analytics: AWS Data Streaming Demonstrated, AWS Data Lakehouse Demonstrated, and AWS Data Visualization Demonstrated... What’s new AWS Data Streaming Demonstrated Prove you can troubleshoot and fix real-time streaming infrastructure... AWS services covered: Amazon Kinesis Data Streams, Amazon MSK, Amazon Da...
How Yahoo enhances search retargeting using Amazon Bedrock
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Traditional keyword expansion approaches often struggle with outdated vocabulary, limited semantic understanding, and inability to capture the nuanced meaning behind search queries... Beyond targeting keywords entered on Yahoo Search, SRT uses AI to identify and engage users who demonstrate intent through search activity both on Yahoo and across integrated partner systems... Business challenges ...
Traditional keyword expansion approaches often struggle with outdated vocabulary, limited semantic understanding, and inability to capture the nuanced meaning behind search queries... Beyond targeting keywords entered on Yahoo Search, SRT uses AI to identify and engage users who demonstrate intent through search activity both on Yahoo and across integrated partner systems... Business challenges ...
Inference meta-monitoring for Amazon SageMaker AI endpoints with Amazon Quick
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The system includes drift detection, delayed ground truth data integration, and automated performance dashboards... The system should immediately alert them whenever model quality or data drift is detected...git cd sagemaker-automated-drift-and-trend-monitoring cp ... evaluation_data is the drift-monitoring baseline, not training_data, because the held-out slice is what every registered model’s...
The system includes drift detection, delayed ground truth data integration, and automated performance dashboards... The system should immediately alert them whenever model quality or data drift is detected...git cd sagemaker-automated-drift-and-trend-monitoring cp ... evaluation_data is the drift-monitoring baseline, not training_data, because the held-out slice is what every registered model’s...
The Fed’s Patience Strategy Faces Its First Real Test
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Explaining the central bank’s decision to leave its target interest rate unchanged yesterday amid mounting inflation concerns, he tried to walk a fine line, saying that price stability remained the goal...Incoming inflation data could yet validate the Fed’s cautious approach to rate hikes... “We will deliver the 2% inflation target,” he said...” That was an unfortunate formulation wit...
Explaining the central bank’s decision to leave its target interest rate unchanged yesterday amid mounting inflation concerns, he tried to walk a fine line, saying that price stability remained the goal...Incoming inflation data could yet validate the Fed’s cautious approach to rate hikes... “We will deliver the 2% inflation target,” he said...” That was an unfortunate formulation wit...
Amazon identifies North Korean hacker group behind open-source supply chain attacks
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The analysis also describes how generative AI is already changing what malicious software packages look like and how threat actors are beginning to probe AI-based code systems... When an attacker compromises a widely used open source package, every organization that depends on that package is potentially affected... In this post, Amazon Threat Intelligence and the Amazon Inspector team share new...
The analysis also describes how generative AI is already changing what malicious software packages look like and how threat actors are beginning to probe AI-based code systems... When an attacker compromises a widely used open source package, every organization that depends on that package is potentially affected... In this post, Amazon Threat Intelligence and the Amazon Inspector team share new...
Authenticate with Private Key JWT using Amazon Bedrock AgentCore Identity
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With Private Key JWT client authentication, your agents can authenticate to a downstream identity provider’s token endpoint using a signed JSON Web Token (JWT) client assertion instead of a shared OAuth 2... You can register a public key with your identity provider, while the corresponding private key stays in an AWS Key Management Service (AWS KMS)... To authenticate, AgentCore Identity uses A...
With Private Key JWT client authentication, your agents can authenticate to a downstream identity provider’s token endpoint using a signed JSON Web Token (JWT) client assertion instead of a shared OAuth 2... You can register a public key with your identity provider, while the corresponding private key stays in an AWS Key Management Service (AWS KMS)... To authenticate, AgentCore Identity uses A...