AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The following diagram illustrates the architecture of the application.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Responsible AI components promote the safe and responsible development of AI across tenants. You can use AWS services such as Application Load Balancer to implement this approach.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal sought to develop natural language processing (NLP) and question-answering capabilities to accurately query and summarize this unstructured data at scale.

Generative AI 113

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AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Machine Learning - AI

DECEMBER 24, 2024

Manually managing such complexity can often be counter-productive and take away valuable resources from your businesses AI development. To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. You can also customize your distributed training.

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CIO

DECEMBER 20, 2024

With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike. CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines.

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CIO

FEBRUARY 11, 2025

The built-in elasticity in serverless computing architecture makes it particularly appealing for unpredictable workloads and amplifies developers productivity by letting developers focus on writing code and optimizing application design industry benchmarks , providing additional justification for this hypothesis. Vendor lock-in.

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CIO

DECEMBER 3, 2024

Generally speaking, a healthy application and data architecture is at the heart of successful modernisation. The thing that makes modernising applications so difficult is the complexity of the heterogeneous systems that companies have developed over the years. IBM and Amazon Web Services (AWS) have partnered up to make this easier.

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Industry AWS Banking Agile 183

AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

AWS 104

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AWS Machine Learning - AI

NOVEMBER 13, 2024

In the context of generative AI , significant progress has been made in developing multimodal embedding models that can embed various data modalities—such as text, image, video, and audio data—into a shared vector space. The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3.

AWS 115

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AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. In the following sections, we explain how to deploy this architecture.

Generative AI 123

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Xebia

DECEMBER 16, 2024

The rise of platform engineering Over the years, the process of software development has changed a lot. Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. DevOps The introduction of DevOps marked a cultural and operational shift in software development.

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Hacker Earth Developers Blog

APRIL 16, 2025

In the past, being able to produce functional code was a strong advantage for developers. This development does not only increase speed but also changes how we approach problem solving. It is important for us to rethink our role as developers and focus on architecture and system design rather than simply on typing code.

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AWS Machine Learning - AI

MARCH 26, 2025

In the competitive world of game development, staying ahead of technological advancements is crucial. Its improved architecture, based on the Multimodal Diffusion Transformer (MMDiT), combines multiple pre-trained text encoders for enhanced text understanding and uses QK-normalization to improve training stability. Large (SD3.5

Generative AI 113

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AWS Machine Learning - AI

APRIL 1, 2025

However, in the past, connecting these agents to diverse enterprise systems has created development bottlenecks, with each integration requiring custom code and ongoing maintenancea standardization challenge that slows the delivery of contextual AI assistance across an organizations digital ecosystem.

Generative AI 134

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CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

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CIO

DECEMBER 11, 2024

This approach is repeatable, minimizes dependence on manual controls, harnesses technology and AI for data management and integrates seamlessly into the digital product development process. Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another.

Data 167

Data Technical Review Software Review Weak Development Team 167

CIO

DECEMBER 30, 2024

Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. And were likely to see an increase of tech providers keeping large enterprises top of mind when developing the on-device technologies.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. It stores information such as job ID, status, creation time, and other metadata.

Scalability 130

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CIO

DECEMBER 9, 2024

Generally speaking, a healthy application and data architecture is at the heart of successful modernisation. The thing that makes modernising applications so difficult is the complexity of the heterogeneous systems that companies have developed over the years. IBM and Amazon Web Services (AWS) have partnered up to make this easier.

Industry 147

Industry Banking AWS Agile 147

AWS Machine Learning - AI

NOVEMBER 6, 2024

Enter Amazon Bedrock , a fully managed service that provides developers with seamless access to cutting-edge FMs through simple APIs. Amazon maintains the flexibility for model customization while simplifying the process, making it straightforward for developers to use cutting-edge generative AI technologies in their applications.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

CIO

APRIL 15, 2025

In response, traders formed alliances, hired guards and even developed new paths to bypass high-risk areas just as modern enterprises must invest in cybersecurity strategies, encryption and redundancy to protect their valuable data from breaches and cyberattacks. Security was another constant challenge.

Strategy 164

Strategy Cloud Data Technical Review 164

AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. This practice helps develop AI systems that are functional, safe, and trustworthy.

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AWS Machine Learning - AI

JANUARY 29, 2025

By providing high-quality, openly available models, the AI community fosters rapid iteration, knowledge sharing, and cost-effective solutions that benefit both developers and end-users. Prerequisites You should have the following prerequisites: An AWS account with access to Amazon Bedrock. Take note of the S3 path youre using.

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Cloudera

DECEMBER 2, 2024

Cloudera is committed to providing the most optimal architecture for data processing, advanced analytics, and AI while advancing our customers’ cloud journeys. Together, Cloudera and AWS empower businesses to optimize performance for data processing, analytics, and AI while minimizing their resource consumption and carbon footprint.

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CIO

APRIL 15, 2025

Solving the agentic DevOps problem with open frameworks Last week also saw Google announcing new open frameworks the Agent Development Kit (ADK) and the Agent2Agent (A2A) protocol to help enterprises build, manage, and connect multiple agents, even across different ecosystems.

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Cloud Innovation Artificial Inteligence Google Cloud 139

TechCrunch

MARCH 9, 2022

As organizations continue to build out their digital architecture, a new category of enterprise software has emerged to help them manage that process. Erik Bakstad, the co-founder and CEO, said in an interview that the plan is to use the funding for more business development to expand that list of users, but also to invest in its product.

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AWS Machine Learning - AI

MARCH 3, 2025

A critical challenge in developing such applications is reducing response latency to enable real-time, natural interactions. AWS Local Zones are a type of edge infrastructure deployment that places select AWS services close to large population and industry centers. Next, create a subnet inside each Local Zone.

AWS 83

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AWS Machine Learning - AI

MARCH 14, 2025

Traditional automation approaches require custom API integrations for each application, creating significant development overhead. Rather than build custom integrations for each system, developers can now create agents that perceive and interact with existing interfaces in a managed, secure way.

AWS 134

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AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Key benefits include: Simplified generative AI workflow development with an intuitive visual interface. Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code.

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AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

Artificial Inteligence 119

Artificial Inteligence AWS Technical Review Policies 119

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider.

Generative AI 183

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AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. The CCoE implemented AWS Organizations across a substantial number of business units.

Generative AI 115

Generative AI Government Technical Review Innovation 115

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business can increase productivity across diverse teams, including developers, architects, site reliability engineers (SREs), and product managers. Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools.

Generative AI 106

Generative AI AWS Innovation Knowledge Base 106

CIO

MAY 3, 2024

IBM has announced the expansion of its software portfolio to 92 countries in AWS Marketplace, a digital catalog with thousands of software listings from independent software vendors (ISVs). Industry analysts view this collaboration as a significant development in the cloud software industry.

AWS 192

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AWS Machine Learning - AI

JULY 31, 2024

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. Let’s dive in and explore how these organizations are transforming what’s possible with generative AI on AWS.

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