AWS Machine Learning - AI

NOVEMBER 6, 2024

In this post, we share how Hearst , one of the nation’s largest global, diversified information, services, and media companies, overcame these challenges by creating a self-service generative AI conversational assistant for business units seeking guidance from their CCoE.

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AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. I will supply multiple instances with features and the corresponding label for reference. I will supply multiple instances with features and the corresponding label for reference.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

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AWS Machine Learning - AI

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. In our tests, we’ve seen substantial improvements in scaling times for generative AI model endpoints across various frameworks.

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AWS Machine Learning - AI

MARCH 26, 2025

Generative AI has emerged as a game changer, offering unprecedented opportunities for game designers to push boundaries and create immersive virtual worlds. At the forefront of this revolution is Stability AIs cutting-edge text-to-image AI model, Stable Diffusion 3.5 Large (SD3.5

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Generative AI Games Development AWS 113

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

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TechCrunch

AUGUST 21, 2023

Snapchat is preparing to further expand into generative AI features, after earlier launching its AI-powered chatbot My AI, which can now respond with a Snap back , not just text. References to purchasing Dream Packs found in Snapchat’s app also suggests this may be a monetizable feature at some point.

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AWS Machine Learning - AI

MAY 2, 2025

David Copland, from QARC, and Scott Harding, a person living with aphasia, used AWS services to develop WordFinder, a mobile, cloud-based solution that helps individuals with aphasia increase their independence through the use of AWS generative AI technology.

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CIO

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. MIT event, moderated by Lan Guan, CAIO at Accenture.

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Airlines LAN Generative AI Travel 204

CIO

AUGUST 9, 2024

Generative AI gives organizations the unique ability to glean fresh insights from existing data and produce results that go beyond the original input. Companies eager to harness these benefits can leverage ready-made, budget-friendly models and customize them with proprietary business data to quickly tap into the power of AI.

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AWS Machine Learning - AI

MARCH 20, 2025

Generative AI agents offer a powerful solution by automatically interfacing with company systems, executing tasks, and delivering instant insights, helping organizations scale operations without scaling complexity. The following diagram illustrates the generative AI agent solution workflow.

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AWS Machine Learning - AI

DECEMBER 19, 2024

Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. You can use natural language to request information or assistance to generate content.

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CIO

JULY 30, 2024

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

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AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

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TechEmpower CTO

NOVEMBER 13, 2023

Maybe those references to TFA sound like bragging, or he thinks “passion for numbers” sounds silly. TechEmpower can help In the era of LLMs and Generative AI, empty textboxes are a product mistake. The information provided was all pulled from data he’s already entered - just Mark, Houston, Math Teacher, Teach for America.

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CIO

OCTOBER 19, 2023

“Our people make the difference” — a common catchphrase of Walmart founder Sam Walton — still guides the company’s path forward as it ventures into the future with generative AI. The move places Walmart among a handful of companies (aside from tech giants) that have leveraged generative AI at scale.

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AWS Machine Learning - AI

JANUARY 22, 2025

However, to describe what is occurring in the video from what can be visually observed, we can harness the image analysis capabilities of generative AI. Prompt engineering Prompt engineering is the process of carefully designing the input prompts or instructions that are given to LLMs and other generative AI systems.

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CIO

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. Customer service is emerging as one of the top use cases for generative AI in today’s enterprise, says Daniel Saroff, group vice president of consulting and research at IDC.

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TechCrunch

FEBRUARY 22, 2023

It is also offering AI-powered summarization “in the context of search”, per Brenssell — a feature it refers to as a “Generative Knowledge Base” (or “intelligent search”) — in the form of a browser plug-in. Initially, it plans to pilot this with a handful of larger companies.

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CIO

NOVEMBER 7, 2024

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. We activate the AI just in time,” says Sastry Durvasula, chief information and client services officer at financial services firm TIAA.

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AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

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John Snow Labs

APRIL 2, 2025

John Snow Labs, the AI for healthcare company, today announced the release of Generative AI Lab 7.0. New capabilities include no-code features to streamline the process of auditing and tuning AI models. Domain experts are often best positioned to develop AI-driven solutions tailored to their specific business needs.

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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. For instructions on how to start your Amazon Bedrock batch inference job, refer to Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock.

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CIO

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. What a difference a few months makes. Here’s what I learned. What can organizations do in this area?

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CIO

FEBRUARY 12, 2024

Generative AI is the biggest breakthrough technology in years, democratizing information creation for the masses. The right partner will provide high-performing infrastructure, adoption frameworks and reference designs, as well as integrations with key ecosystem partners to help you build. Generative AI

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CIO

JULY 9, 2024

The key is to take stock of the skills your organization needs to succeed and to identify how those skills might be impacted by gen AI in order to create a reskilling plan for the future. Instead, it’ll become important to “measure human performance, emphasizing both business and human outcomes,” according to Deloitte.

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CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? To evaluate the tool, the team created shared guidelines for what a good response looks like.

Generative AI 215

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AWS Machine Learning - AI

APRIL 10, 2025

Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. Refer to Guidelines for preparing your data for Amazon Nova on best practices and example formats when preparing datasets for fine-tuning Amazon Nova models.

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AWS Machine Learning - AI

NOVEMBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 111

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AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how to maintain high performance while reducing costs and latency. For the most current list of supported models, refer to the Amazon Bedrock documentation.

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AWS Machine Learning - AI

JANUARY 13, 2025

This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? Every organization has unique needs when it comes to AI. Want to take it further?

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Generative AI AWS Innovation Knowledge Base 106

AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Simple Storage Service (S3) : for documents and processed data caching.

Artificial Inteligence 132

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CIO

FEBRUARY 26, 2024

Many people compare the impact of generative AI on society to the way the Internet democratized information access at the turn of the century. From figuring out how to run LLMs (or smaller SLMs) on laptops to leveraging validated reference designs, partners are cultivating expertise on building, operating and refining genAI systems.

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AWS Machine Learning - AI

APRIL 16, 2024

Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. The biggest concern we hear from customers as they explore the advantages of generative AI is how to protect their highly sensitive data and investments.

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CIO

FEBRUARY 20, 2024

Governments and public service agencies understand the enormous potential of generative AI. Recent research by McGuire Research Services for Avanade, shows 82% of government employees are using AI on a daily or weekly basis, while 84% of organisations plan to increase their IT investments by up to 24% to take advantage of AI.

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AWS Machine Learning - AI

APRIL 22, 2024

This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. A roadmap to generative AI for sustainability In the sections that follow, we provide a roadmap for integrating generative AI into sustainability initiatives 1.

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