AWS re:Invent 2025 - How Samsung optimized 1.2 PB on Amazon DynamoDB with zero downtime (DAT323)

2025-12-06 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing Data Management DynamoDB

Join Samsung Cloud to learn how they successfully implemented a massive-scale table optimization, handling 1.2 PB on Amazon DynamoDB with zero downtime. Follow the innovative journey behind Samsung Internet's tab sync feature, showcasing how the team developed an in-house solution to handle complex data transfer achieving substantial cost savings without third-party dependencies. Learn how this implementation resulted in the creation of a new standard framework that now serves as Samsung's blueprint for future data management initiatives. Gain practical insights into building scalable solutions through deep service domain understanding and discover actionable strategies to tackle similar challenges in your organization.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Keynote Customer - Apple

2025-12-06 · AWS re:Invent 2024 Watch

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by Payam Mirrashidi (Apple)

Agile/Scrum Cloud Computing

Payam Mirrashidi, VP, Cloud Systems & Platforms, Apple, explains how AWS Graviton helps improve developer velocity at scale. Hear Swift’s journey from the premier programming language for the Apple ecosystem to adoption by millions of developers around the world building apps for everything from devices to data centers.

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ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Mastering model choice: The 3-step Amazon Bedrock advantage (AIM391)

2025-12-06 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing

Unlock the full potential of Amazon Bedrock by learning how to choose the perfect foundation models for your unique use cases. This session reveals a powerful three-step framework used by industry leaders to navigate Amazon Bedrock's expansive model portfolio. Discover how to identify ideal model candidates, conduct rigorous data-driven evaluations, and optimize for production through strategic model combinations and fine-tuning. Also hear from CoinMarketCap, a leading source for real-time cryptocurrency market data, as they share real-world examples and practical evaluation techniques. Learn expert strategies for balancing performance, cost, and latency to make informed decisions that maximize your AI investments.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Multi-Region strong consistency with Amazon DynamoDB global tables (DAT440)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing DynamoDB

Join this session to learn how multi-Region strong consistency mode for Amazon DynamoDB global tables helps you build highly resilient applications across Regions. Explore the advantages of this innovative functionality, learn how to identify which use cases will benefit most, and discover how to choose the optimal global tables mode for your workloads. Deep dive on how AWS built DynamoDB global tables with multi-Region strong consistency and see a practical demo of the feature. Leave this session ready to leverage multi-Region strong consistency with your applications.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Using generative AI to accelerate database modernization with AWS DMS (DAT420)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing GenAI

Does the thought of modernizing your application and database architecture fill you with concern? In this code talk, learn how to overcome common migration issues and concerns that arise during modernization projects. See live coding examples to learn how to use generative AI and the AWS DMS Schema Conversion feature to successfully modernize your database.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - A practitioner’s guide to data for agentic AI (DAT315)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Aurora Cloud Computing Data Lake Data Management Data Quality RAG Amazon SageMaker Data Streaming

In this session, gain the skills needed to deploy end-to-end agentic AI applications using your most valuable data. This session focuses on data management using processes like Model Context Protocol (MCP) and Retrieval Augmented Generation (RAG), and provides concepts that apply to other methods of customizing agentic AI applications. Discover best practice architectures using AWS database services like Amazon Aurora and OpenSearch Service, along with analytical, data processing and streaming experiences found in SageMaker Unified Studio. Learn data lake, governance, and data quality concepts and how Amazon Bedrock AgentCore and Bedrock Knowledge Bases, and other features tie solution components together.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - How Adobe & Salesforce enable sustainability initiatives with AWS CCFT (AIM332)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum Cloud Computing

Learn how your organization can gain deeper environmental insights using AWS's Customer Carbon Footprint Tool, illustrated through success stories from Adobe and Salesforce. You'll see how these companies are advancing their sustainability reporting and uncovering valuable carbon metrics across their cloud operations. This session showcases how to access, understand, and utilize comprehensive environmental data to inform your sustainability decisions. Discover how AWS tools enable organizations to track their progress and measure impact. Experience how enhanced visibility into carbon footprint data can transform your organization's approach to environmental responsibility and drive meaningful change.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - DraftKings: Scaling to 1M operations/min on Aurora during Super Bowl (DAT320)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum Aurora Cloud Computing

Discover how DraftKings leverages Amazon Aurora to handle massive transaction volumes during major sporting events for high-stakes sports betting. Join DraftKings to explore the architectural decisions and technical innovations that enable processing of one million financial operations per minute with sub-millisecond latency during peak events like the Super Bowl. Learn how using Aurora, DraftKings can seamlessly scale its financial ledger system, ensure data consistency, and deliver uninterrupted service during moments when millions of users place simultaneous bets.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Revealing the northern lights: Amazon Aurora security deep dive (DAT456)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum Aurora Amazon RDS Cloud Computing Cyber Security

Researchers at the DEF CON 33 security conference shared that Amazon RDS successfully defended against their novel attack, despite the underlying open source database engine not releasing patches at the time. This is the result of years of consistent investment in security and isolation, enabling customers to focus on their applications instead of managing databases. We dive deep into the engineering and layered security architecture for Amazon Aurora, examining how multiple complementary layers including encryption, network controls, granular permissions, AWS IAM, active defense, and Amazon GuardDuty work together to protect customers' data from the infrastructure through the application interface.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Autonomous agents powered by streaming data and Retrieval Augmented Generation

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum Flink Kinesis Cloud Computing RAG Data Streaming

Unlock the potential of intelligent autonomous agents that combine real-time streaming data with Retrieval Augmented Generation (RAG) for dynamic decision-making. You will learn how to use streaming technologies like Amazon Kinesis, Amazon MSK, and Managed Service for Apache Flink create a robust pipeline to transform raw events into actionable insights. This session will show you how autonomous agents leverage these real-time insights with RAG architecture powered by OpenSearch, enabling immediate, context-aware responses to changing conditions. This practical architecture drives real-world value in critical scenarios like predictive maintenance, automated incident response, and intelligent customer service automation, with improved accuracy and reduced latency.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Fast-track to insights: AWS-SAP data strategy (ANT333)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Analytics Cloud Computing ETL/ELT Amazon SageMaker SAP

This lightning talk showcases AWS and SAP's innovative solution for enterprise data integration challenges. Learn how to access data between SAP and AWS environments, eliminating complex ETL pipelines while maintaining business context. In this talk, we will demonstrate how to enable zero-ETL integration between SAP and Amazon SageMaker so that you can reduce time spent building data pipelines and focus on running unified analytics and AI/ML on all your data.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Powering your Agentic AI experience with AWS Streaming and Messaging (ANT310)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Flink Kinesis Cloud Computing GenAI Kafka Data Streaming

Organizations are accelerating innovation with generative AI and agentic AI use cases. This session explores how AWS streaming and messaging services such as Amazon Managed Streaming for Apache Kafka, Kinesis Data Streams, Amazon Managed Service for Apache Flink, and Amazon SQS build intelligent, responsive applications. Discover how streaming supports real-time data ingestion and processing, while messaging ensures reliable coordination between AI agents, orchestrates workflows, and delivers critical information at scale. Learn architectural patterns that highlight how a unified approach acts on data as fast as needed, providing the reliability and scale to grow for your next generation of AI.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Accelerate analytics and AI w/ an open and secure lakehouse architecture-ANT309

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Analytics Cloud Computing Data Lakehouse Iceberg LLM Amazon SageMaker Cyber Security

Data lakes, data warehouses, or both? Join this session to explore how to build a unified, open, and secure data lakehouse architecture, fully compatible with Apache Iceberg, in Amazon SageMaker. Learn how the lakehouse breaks down data silos and opens your data estate offering flexibility to use your preferred query engines and tools that accelerate time to insights. Learn about recent launches that improve data interoperability and performance, and enable large language models (LLMs) and AI agents to interact with your data. Discover robust security features, including consistent fine-grained access controls, attribute-based access control, and tag-based access control that help democratize data without compromises.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Accelerating data engineering with AI Agents for AWS Analytics (ANT215)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Analytics Cloud Computing Data Engineering Python Amazon SageMaker Spark SQL

Data engineers face critical time sinks: writing code to build analytics pipelines from scratch and upgrading Apache Spark versions. In this lightning talk, discover how AWS is addressing both challenges with AI agents that accelerate development cycles. Learn how the Amazon SageMaker Data Agent transforms natural language instructions into executable SQL and Python code within SageMaker notebooks, maintaining full context awareness of your data sources and schemas. Then explore the Apache Spark upgrade agent, which accelerates complex multi-month upgrade projects into week-long initiatives through automated code analysis and transformation. Walk away understanding how these agents work to automate manual work from your data engineering workflows, whether you're building new applications or modernizing existing ones.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Improve agent quality in production with Bedrock AgentCore Evaluations(AIM3348)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML CI/CD Cloud Computing

Amazon Bedrock AgentCore Evaluations provides developers with a unified way to test and validate AI agent performance. In this session, you’ll learn how to apply pre-built metrics for key dimensions such as task success, response quality, and tool accuracy, or define custom success criteria tailored to your needs. See how Evaluations integrates into CI/CD pipelines to catch regressions early and supports online evaluation in production by sampling and scoring live traces to surface real-world issues. Finally, learn how Evaluations helps teams deploy reliable agents faster, reduce operational risk, and continuously assess an agent’s performance at scale through practical implementation patterns.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - AWS Trn3 UltraServers: Power next-generation enterprise AI performance(AIM3335)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing Fabric

Enterprise AI workloads demand infrastructure that can scale efficiently while delivering breakthrough performance. This session introduces Tranium3 UltraServers, the next generation of AI infrastructure built on Trainium3 chips with advanced NeuronSwitch-v1 fabric architecture, and gives a glimpse into how Anthropic is optimizing Claude models on Trainium. Discover how this purpose-built infrastructure accelerates the most demanding enterprise applications, from large-scale reasoning models to multimodal intelligence and agentic AI workloads. We'll explore the complete silicon-to-server innovation stack, demonstrate significant generation-over-generation performance improvements, and show how organizations can leverage these advances to unlock new levels of AI-driven productivity in real-world deployments.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

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AWS re:Invent 2025 - Beyond web browsers: HITL and tool integration for Nova Agents (AIM3334)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML API Cloud Computing LLM

Building on our advancements unveiled at the New York Summit, this session explores the evolution of Nova Agents beyond conventional web browsing, human-in-the-loop (HITL) oversight, and standard tool use. We will dive into hybrid approaches, innovative LLM-tool interactions, and API-driven strategies that boost efficiency, reliability, and autonomy in agentic AI systems. Additionally, we'll highlight how supervisors can utilize HITL to approve, refine, and assume control of agent workflows, enabling more robust and flexible AI operations.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Amazon Nova Forge: Build your own frontier models using Amazon Nova (AIM3325)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing GenAI

Nova Forge, a first-of-its-kind service that offers organizations the easiest and most cost-effective way to build their own frontier models using Amazon Nova. As organizations deploy generative AI in production, they need models that embody their proprietary knowledge, understand their workflows, and meet their requirements. Learn about the shortcomings of the options for custom model development available today, and how Nova Forge is democratizing frontier model development. Hear from the Sr. Director of ML Content and Platform and Reddit on how they are leveraging Nova Forge to implement and scale AI across Reddit.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - [NEW LAUNCH] Amazon Nova 2 Omni: A new frontier in multimodal AI (AIM3324)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing Omni

Amazon Nova 2 Omni is our most advanced and unified multimodal foundation model designed specifically for enterprise applications. It is the industry’s first reasoning model that processes text, images, video, and speech inputs while natively generating both text and images. Whether you're interested in creative workflows, customer experience, or enterprise productivity, this session will demonstrate how Nova 2 Omni’s unified multimodal architecture can drive innovation in your organization.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS

AWS re:Invent 2025 - Agents in the enterprise: Best practices with Amazon Bedrock AgentCore(AIM3310)

2025-12-05 · AWS re:Invent 2024 Watch

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Agile/Scrum AI/ML Cloud Computing

As organizations scale AI agent development, robust enterprise architecture patterns become essential. In this advanced session, we'll explore how Amazon Bedrock AgentCore enables teams to build modular systems using their preferred frameworks while sharing tools through MCP gateways. Learn about A2A collaboration, shared memory, identity-based access controls, and integrated observability. Discover practical strategies for secure runtime deployment, standardized tool integration, evaluation frameworks, and end-to-end monitoring. Leave with actionable insights to build secure, scalable agent infrastructures that balance centralized governance with team autonomy.

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ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2025 #AWS