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	<title>AWS re:Invent &#8211; Noise</title>
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		<title>Amazon Bedrock adds reinforcement ﬁne-tuning simplifying how developers build smarter, more accurate AI models</title>
		<link>https://noise.getoto.net/2025/12/03/amazon-bedrock-adds-reinforcement-%ef%ac%81ne-tuning-simplifying-how-developers-build-smarter-more-accurate-ai-models/</link>
		
		<dc:creator><![CDATA[Donnie Prakoso]]></dc:creator>
		<pubDate>Wed, 03 Dec 2025 16:08:14 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
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					<description><![CDATA[Amazon Bedrock now supports reinforcement fine-tuning delivering 66% accuracy gains on average over base models.]]></description>
		
		
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		<title>New serverless customization in Amazon SageMaker AI accelerates model fine-tuning</title>
		<link>https://noise.getoto.net/2025/12/03/new-serverless-customization-in-amazon-sagemaker-ai-accelerates-model-fine-tuning/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Wed, 03 Dec 2025 16:08:03 +0000</pubDate>
				<category><![CDATA[Amazon SageMaker AI]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
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					<description><![CDATA[Accelerate AI model development with new training features that enable rapid recovery from failures and automatic scaling based on resource availability.]]></description>
		
		
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		<title>Introducing checkpointless and elastic training on Amazon SageMaker HyperPod</title>
		<link>https://noise.getoto.net/2025/12/03/introducing-checkpointless-and-elastic-training-on-amazon-sagemaker-hyperpod/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Wed, 03 Dec 2025 16:07:52 +0000</pubDate>
				<category><![CDATA[Amazon SageMaker HyperPod]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
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					<description><![CDATA[Accelerate AI model development with new training features that enable instant recovery from failures and automatic scaling based on resource availability.]]></description>
		
		
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		<item>
		<title>Amazon Bedrock AgentCore adds quality evaluations and policy controls for deploying trusted AI agents</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-bedrock-agentcore-adds-quality-evaluations-and-policy-controls-for-deploying-trusted-ai-agents/</link>
		
		<dc:creator><![CDATA[Danilo Poccia]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:14:36 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[generative AI]]></category>
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					<description><![CDATA[Deploy AI agents with confidence using new quality evaluations and policy controls—enabling precise boundaries on agent actions, continuous quality monitoring, and experience-based learning while maintaining natural conversation flows.]]></description>
		
		
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		<item>
		<title>Build multi-step applications and AI workflows with AWS Lambda durable functions</title>
		<link>https://noise.getoto.net/2025/12/02/build-multi-step-applications-and-ai-workflows-with-aws-lambda-durable-functions/</link>
		
		<dc:creator><![CDATA[Donnie Prakoso]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:12:19 +0000</pubDate>
				<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[Compute]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[New Lambda capability lets you build applications that coordinate multiple steps reliably over extended periods—from seconds to up to one year—without paying for idle compute time when waiting for external events or human decisions.]]></description>
		
		
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			</item>
		<item>
		<title>New capabilities to optimize costs and improve scalability on Amazon RDS for SQL Server and Oracle</title>
		<link>https://noise.getoto.net/2025/12/02/new-capabilities-to-optimize-costs-and-improve-scalability-on-amazon-rds-for-sql-server-and-oracle/</link>
		
		<dc:creator><![CDATA[Matheus Guimaraes]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:09:29 +0000</pubDate>
				<category><![CDATA[Amazon RDS]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[database]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[RDS for SQL Server]]></category>
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					<description><![CDATA[Manage development, testing, and production database workloads more efficiently with new features including Developer Edition support for SQL Server, M7i/R7i instance support with optimize CPU, and expanded storage options up to 256 TiB.]]></description>
		
		
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			</item>
		<item>
		<title>Introducing Database Savings Plans for AWS Databases</title>
		<link>https://noise.getoto.net/2025/12/02/introducing-database-savings-plans-for-aws-databases/</link>
		
		<dc:creator><![CDATA[Betty Zheng (郑予彬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:09:26 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[database]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=07817eb50fa6f277adbf1f8c7ede053c</guid>

					<description><![CDATA[New capabilities help optimize application performance, analyze unlimited prefixes, and simplify metrics analysis through S3 Tables integration.]]></description>
		
		
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			</item>
		<item>
		<title>Amazon CloudWatch introduces unified data management and analytics for operations, security, and compliance</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-cloudwatch-introduces-unified-data-management-and-analytics-for-operations-security-and-compliance/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:07:11 +0000</pubDate>
				<category><![CDATA[Amazon CloudWatch]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[Management Tools]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[Reduce data management complexity and costs with automatic normalization across sources, native analytics integration, and built-in support for industry-standard formats like OCSF and Apache Iceberg.]]></description>
		
		
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			</item>
		<item>
		<title>New and enhanced AWS Support plans add AI capabilities to expert guidance</title>
		<link>https://noise.getoto.net/2025/12/02/new-and-enhanced-aws-support-plans-add-ai-capabilities-to-expert-guidance/</link>
		
		<dc:creator><![CDATA[Matheus Guimaraes]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:07:03 +0000</pubDate>
				<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Support]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[Prevent cloud infrastructure issues before they impact your business with AWS Support plans that combine AI-powered insights with expert guidance, offering faster response times and proactive monitoring across performance, security, and cost dimensions.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Amazon OpenSearch Service improves vector database performance and cost with GPU acceleration and auto-optimization</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-opensearch-service-improves-vector-database-performance-and-cost-with-gpu-acceleration-and-auto-optimization/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:06:41 +0000</pubDate>
				<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
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					<description><![CDATA[Build and optimize large-scale vector databases up to 10 times faster and at a quarter of the cost with new GPU acceleration and auto-optimization capabilities that automatically balance search quality, speed, and resource usage.]]></description>
		
		
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			</item>
		<item>
		<title>Amazon S3 Vectors now generally available with increased scale and performance</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-s3-vectors-now-generally-available-with-increased-scale-and-performance/</link>
		
		<dc:creator><![CDATA[Sébastien Stormacq]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:06:11 +0000</pubDate>
				<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b17da41c037abe5d8f575a6dcb4bc71a</guid>

					<description><![CDATA[Scale vector storage and querying to new heights with S3 Vectors' general availability—now supporting up to 1 billion vectors per index, 100ms query latencies, and expanded regional availability, while reducing costs up to 90% compared to specialized databases.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Amazon Bedrock adds 18 fully managed open weight models, including the new Mistral Large 3 and Ministral 3 models</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-bedrock-adds-18-fully-managed-open-weight-models-including-the-new-mistral-large-3-and-ministral-3-models/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:05:57 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[serverless]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=2b515617d9a2b23c8049c37e0042f80c</guid>

					<description><![CDATA[Access fully managed foundation models from leading providers like Google, Kimi AI, MiniMax AI, Mistral AI, NVIDIA, OpenAI, and Qwen, including the new Mistral Large 3 and Ministral 3 3B, 8B, and 14B models through Amazon Bedrock.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Introducing Amazon EC2 X8aedz instances powered by 5th Gen AMD EPYC processors for memory-intensive workloads</title>
		<link>https://noise.getoto.net/2025/12/02/introducing-amazon-ec2-x8aedz-instances-powered-by-5th-gen-amd-epyc-processors-for-memory-intensive-workloads/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:05:44 +0000</pubDate>
				<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[Compute]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=dc558e2b33a30c3cfb31d7f4d6ea59ed</guid>

					<description><![CDATA[New memory-optimized instances deliver up to 5 GHz processor speeds and 3 TiB of memory—ideal for electronic design automation workloads and memory-intensive databases requiring high single-threaded performance.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Accelerate AI development using Amazon SageMaker AI with serverless MLflow</title>
		<link>https://noise.getoto.net/2025/12/02/accelerate-ai-development-using-amazon-sagemaker-ai-with-serverless-mlflow/</link>
		
		<dc:creator><![CDATA[Donnie Prakoso]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 16:02:56 +0000</pubDate>
				<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[Amazon SageMaker Unified Studio]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=20dd143ebc8f210653e95001139ece75</guid>

					<description><![CDATA[Simplify AI experimentation with zero-infrastructure MLflow that launches in minutes, scales automatically, and seamlessly integrates with SageMaker's model customization and pipeline capabilities.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Introducing Amazon Nova 2 Lite, a fast, cost-effective reasoning model</title>
		<link>https://noise.getoto.net/2025/12/02/introducing-amazon-nova-2-lite-a-fast-cost-effective-reasoning-model/</link>
		
		<dc:creator><![CDATA[Danilo Poccia]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:59:40 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Nova]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[foundation-models]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=743995aa5b1bf5fac05ec98048fed9b9</guid>

					<description><![CDATA[New fast, cost-effective model supports extended thinking with adjustable reasoning depth, letting you control the balance between speed, intelligence, and cost while building AI applications for everyday workloads.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>New AWS Security Agent secures applications proactively from design to deployment (preview)</title>
		<link>https://noise.getoto.net/2025/12/02/new-aws-security-agent-secures-applications-proactively-from-design-to-deployment-preview/</link>
		
		<dc:creator><![CDATA[Esra Kayabali]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:58:41 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=18a0fe575dd15971b02630acc704ce35</guid>

					<description><![CDATA[Scale your AppSec expertise with AI-powered design reviews, code analysis, and contextual penetration testing that understand your unique security requirements and application architecture.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>AWS Security Hub now generally available with near real-time analytics and risk prioritization</title>
		<link>https://noise.getoto.net/2025/12/02/aws-security-hub-now-generally-available-with-near-real-time-analytics-and-risk-prioritization/</link>
		
		<dc:creator><![CDATA[Esra Kayabali]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:58:11 +0000</pubDate>
				<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Security Hub]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=29ef847afb03f65611a6808320385e02</guid>

					<description><![CDATA[Today, AWS Security Hub is generally available, transforming how security teams identify and respond to critical security risks across their AWS environments. These new capabilities were first announced in preview at AWS re:Inforce 2025. Security Hub prioritizes your critical security issues and unifies your security operations to help you respond at scale by correlating and […]]]></description>
		
		
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		<title>Amazon GuardDuty adds Extended Threat Detection for Amazon EC2 and Amazon ECS</title>
		<link>https://noise.getoto.net/2025/12/02/amazon-guardduty-adds-extended-threat-detection-for-amazon-ec2-and-amazon-ecs/</link>
		
		<dc:creator><![CDATA[Betty Zheng (郑予彬)]]></dc:creator>
		<pubDate>Tue, 02 Dec 2025 15:57:54 +0000</pubDate>
				<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon GuardDuty]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=97c96a200670250e9ba89c04f1d24864</guid>

					<description><![CDATA[Today, we’re announcing new enhancements to Amazon GuardDuty Extended Threat Detection with the addition of two attack sequence findings for Amazon Elastic Compute Cloud (Amazon EC2) instances and Amazon Elastic Container Service (Amazon ECS) tasks. These new findings build on the existing Extended Threat Detection capabilities, which already combine sequences involving AWS Identity and Access […]]]></description>
		
		
		<enclosure url="" length="0" type="" />

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		<item>
		<title>AWS Transform for mainframe introduces Reimagine capabilities and automated testing functionality</title>
		<link>https://noise.getoto.net/2025/12/01/aws-transform-for-mainframe-introduces-reimagine-capabilities-and-automated-testing-functionality/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 19:02:02 +0000</pubDate>
				<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[Mainframe & Legacy]]></category>
		<category><![CDATA[Mainframe Migration]]></category>
		<category><![CDATA[news]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=b280ff287c0cceb790bd85aee4e566f6</guid>

					<description><![CDATA[New AI-powered capabilities help transform legacy mainframe applications into cloud-native architectures while automating complex testing processes—reducing modernization timelines from years to months through intelligent analysis and automated test generation.]]></description>
		
		
		<enclosure url="" length="0" type="" />

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		<item>
		<title>AWS Transform announces full-stack Windows modernization capabilities</title>
		<link>https://noise.getoto.net/2025/12/01/aws-transform-announces-full-stack-windows-modernization-capabilities/</link>
		
		<dc:creator><![CDATA[Prasad Rao]]></dc:creator>
		<pubDate>Mon, 01 Dec 2025 19:01:11 +0000</pubDate>
				<category><![CDATA[.net]]></category>
		<category><![CDATA[Amazon Aurora]]></category>
		<category><![CDATA[announcements]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Transform]]></category>
		<category><![CDATA[launch]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[PostgreSQL compatible]]></category>
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					<description><![CDATA[Modernize complete Windows applications up to five times faster with coordinated AI-powered transformation across application code, UI frameworks, databases, and deployment configurations.]]></description>
		
		
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