Generate instant, personalized labs for popular AWS services with AI-powered guidance
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For learners looking to develop hands-on AWS skills exactly when they need them, AWS Skill Builder now offers Lab Maker, a powerful new AI-powered feature that generates instant, personalized labs for popular AWS services... Simply describe what you want to build in natural language, and Lab Maker generates step-by-step guided instructions overlaid directly in a simulated AWS Management Console, h...
For learners looking to develop hands-on AWS skills exactly when they need them, AWS Skill Builder now offers Lab Maker, a powerful new AI-powered feature that generates instant, personalized labs for popular AWS services... Simply describe what you want to build in natural language, and Lab Maker generates step-by-step guided instructions overlaid directly in a simulated AWS Management Console, h...
AWS achieves SNI 27017, SNI 27018, and SNI 9001 certifications for the AWS Asia Pacific (Jakarta) Region
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Amazon Web Services (AWS) achieved three Standar Nasional Indonesia (SNI) certifications for the AWS Asia Pacific (Jakarta) Region: SNI ISO/IEC 27017:2015, SNI ISO/IEC 27018:2019, and SNI ISO 9001:2015... These certifications further demonstrate that AWS services meet nationally recognized requirements... The certifications were assessed by an independent third-party auditor accredited by the Kom...
Amazon Web Services (AWS) achieved three Standar Nasional Indonesia (SNI) certifications for the AWS Asia Pacific (Jakarta) Region: SNI ISO/IEC 27017:2015, SNI ISO/IEC 27018:2019, and SNI ISO 9001:2015... These certifications further demonstrate that AWS services meet nationally recognized requirements... The certifications were assessed by an independent third-party auditor accredited by the Kom...
Secure short-term GPU capacity for ML workloads with EC2 Capacity Blocks for ML and SageMaker training plans
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As companies of various sizes adopt graphic processing units (GPU)-based machine learning (ML) training, fine-tuning and inference workloads, the demand for GPU capacity has outpaced industry-wide supply... When you encounter GPU capacity limitations, you might consider creating on-demand capacity reservations (ODCRs)... A guided approach to secure short-term GPU capacity becomes necessary... In...
As companies of various sizes adopt graphic processing units (GPU)-based machine learning (ML) training, fine-tuning and inference workloads, the demand for GPU capacity has outpaced industry-wide supply... When you encounter GPU capacity limitations, you might consider creating on-demand capacity reservations (ODCRs)... A guided approach to secure short-term GPU capacity becomes necessary... In...
Overcoming reward signal challenges: Verifiable rewards-based reinforcement learning with GRPO on SageMaker AI
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Real-world training scenarios often introduce hidden biases, unintended incentives, and ambiguous success criteria that can derail the learning process, leading to models that behave unpredictably or fail to meet desired objectives... In this post, you will learn how to implement reinforcement learning with verifiable rewards (RLVR) to introduce verification and transparency into reward signals ...
Real-world training scenarios often introduce hidden biases, unintended incentives, and ambiguous success criteria that can derail the learning process, leading to models that behave unpredictably or fail to meet desired objectives... In this post, you will learn how to implement reinforcement learning with verifiable rewards (RLVR) to introduce verification and transparency into reward signals ...
Agents that transact: Introducing Amazon Bedrock AgentCore payments, built with Coinbase and Stripe
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AI agents are moving beyond assistants that wait for instructions... They call APIs, access MCP servers, coordinate with other agents, and complete complex multi-step tasks on behalf of users... As agents take on increasingly diverse tasks, the ecosystem around them is expanding just as fast to meet that demand... Looking further ahead, services, tools, and content must be designed for humans a...
AI agents are moving beyond assistants that wait for instructions... They call APIs, access MCP servers, coordinate with other agents, and complete complex multi-step tasks on behalf of users... As agents take on increasingly diverse tasks, the ecosystem around them is expanding just as fast to meet that demand... Looking further ahead, services, tools, and content must be designed for humans a...
Risk-On Returns, but Cracks Still Show Beneath the Surface
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A big‑picture measure of the trend in global asset allocation has rebounded to a positive bias, based on the ratio of two global asset‑allocation ETFs: an aggressive strategy (AOA) versus its conservative counterpart (AOK)... After taking a hit in April, the ratio has recovered and climbed to a new high in yesterday’s trading (May 6)...The recovery in risk‑on signaling is...
A big‑picture measure of the trend in global asset allocation has rebounded to a positive bias, based on the ratio of two global asset‑allocation ETFs: an aggressive strategy (AOA) versus its conservative counterpart (AOK)... After taking a hit in April, the ratio has recovered and climbed to a new high in yesterday’s trading (May 6)...The recovery in risk‑on signaling is...
New compliance guide available: ISO/IEC 42001:2023 on AWS
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Amber has spoken and written extensively on AI and privacy topics, and is an AWS Privacy Reference Architecture primary author... As organizations deploy AI and generative AI workloads in the cloud, aligning with globally recognized standards such as ISO/IEC 42001:2023 becomes an important step toward strengthening AI governance, risk management, and responsible AI practices... This guide helps ...
Amber has spoken and written extensively on AI and privacy topics, and is an AWS Privacy Reference Architecture primary author... As organizations deploy AI and generative AI workloads in the cloud, aligning with globally recognized standards such as ISO/IEC 42001:2023 becomes an important step toward strengthening AI governance, risk management, and responsible AI practices... This guide helps ...