AWS Machine Learning - AI

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. Your task is to generate a SQL query based on the provided DDL, instructions, user_question, examples, and member_id.

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AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling. For example, a request made in the US stays within Regions in the US.

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AWS Machine Learning - AI

MARCH 4, 2024

Amazon Bedrock is the best place to build and scale generative AI applications with large language models (LLM) and other foundation models (FMs). It enables customers to leverage a variety of high-performing FMs, such as the Claude family of models by Anthropic, to build custom generative AI applications.

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Generative AI AWS Artificial Inteligence Innovation 145

Perficient

NOVEMBER 29, 2024

At Perficient, we’re proud to announce that we have achieved the AWS Healthcare Services Competency! This recognition highlights our ability to deliver transformative cloud solutions tailored to the unique challenges and opportunities in the healthcare industry. Ready to Transform?

Healthcare 52

Healthcare AWS Innovation Compliance 52

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative 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. The imperative for regulatory oversight of large language models (or generative AI) in healthcare.

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Artificial Inteligence Generative AI Lambda Healthcare 128

AWS Machine Learning - AI

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Where is the data processed? Who has access to the data?

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AWS Machine Learning - AI

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock.

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Generative AI Artificial Inteligence Report Healthcare 132

AWS Machine Learning - AI

JULY 10, 2024

Our practical approach to transform responsible AI from theory into practice, coupled with tools and expertise, enables AWS customers to implement responsible AI practices effectively within their organizations. Techniques such as watermarking can be used to confirm if it comes from a particular AI model or provider.

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AWS Machine Learning - AI

AUGUST 13, 2024

Generative artificial intelligence (AI) provides an opportunity for improvements in healthcare by combining and analyzing structured and unstructured data across previously disconnected silos. Generative AI can help raise the bar on efficiency and effectiveness across the full scope of healthcare delivery.

Healthcare 130

Healthcare Artificial Inteligence Analysis Lambda 130

AWS Machine Learning - AI

MARCH 3, 2025

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). Their applications span a variety of sectors, including customer service, healthcare, education, personal and business productivity, and many others.

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AWS Machine Learning - AI

MARCH 18, 2025

In the rapidly evolving healthcare landscape, patients often find themselves navigating a maze of complex medical information, seeking answers to their questions and concerns. This solution can transform the patient education experience, empowering individuals to make informed decisions about their healthcare journey.

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Artificial Inteligence Technical Review Healthcare Systems Review 83

Crunchbase News

DECEMBER 5, 2024

Last month, xAI and Anthropic raised a combined $9 billion as AI funding remained red-hot. xAI , $5B, artificial intelligence: Generative AI startup xAI raised $5 billion in a round valuing it at $50 billion, The Wall Street Journal reported. Other sectors, including IT management and robotics, also saw big rounds.

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AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Trained on massive datasets, these models can rapidly comprehend data and generate relevant responses across diverse domains, from summarizing content to answering questions.

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Generative AI Artificial Inteligence Applications Knowledge Base 137

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

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AWS Machine Learning - AI

JUNE 18, 2024

This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. This post explores how generative AI can make working with business documents and email attachments more straightforward.

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Generative AI Artificial Inteligence AWS Technical Review 119

AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

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Generative AI Engineering Artificial Inteligence Travel 138

CIO

NOVEMBER 4, 2024

Facing increasing demand and complexity CIOs manage a complex portfolio spanning data centers, enterprise applications, edge computing, and mobile solutions, resulting in a surge of apps generating data that requires analysis. Enterprise IT struggles to keep up with siloed technologies while ensuring security, compliance, and cost management.

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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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AWS Machine Learning - AI

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. To learn more details about these service features, refer to Generative AI foundation model training on Amazon SageMaker. 24xlarge ) for training job usage: 12 P4 instances ( p4d.24xlarge

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AWS Machine Learning - AI

AUGUST 15, 2024

QnABot on AWS (an AWS Solution) now provides access to Amazon Bedrock foundational models (FMs) and Knowledge Bases for Amazon Bedrock , a fully managed end-to-end Retrieval Augmented Generation (RAG) workflow. In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI.

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O'Reilly Media - Ideas

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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AWS Machine Learning - AI

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

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CIO

OCTOBER 17, 2023

The pecking order for cloud infrastructure has been relatively stable, with AWS at around 33% market share, Microsoft Azure second at 22%, and Google Cloud a distant third at 11%. But the emergence of generative AI changes everything. He adds, “This is behind the drive to generative AI by the cloud providers.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. Sovik Kumar Nath is an AI/ML and Generative AI Senior Solutions Architect with AWS.

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Artificial Inteligence Generative AI Training Metrics 95

CIO

FEBRUARY 16, 2024

based company migrated to AWS in lockstep with Amazon’s earliest code releases a decade ago, even as the $18 billion payroll giant continued to build a hybrid cloud infrastructure that also incorporates Azure, Google Cloud Platform, and Cisco Cloud workloads. An early partner of Amazon, the Roseburg, N.J.-based

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Cloud Generative AI AWS Artificial Inteligence 174

CIO

APRIL 11, 2024

Sean Spittle, lead software developer and managing partner at InspectNTrack, a provider of scanning devices, says Oracle deserves to be considered alongside AWS, Microsoft Azure, and Google Cloud as a major enterprise cloud platform, “especially for companies already invested in Oracle technology.” These days that includes generative AI.

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CIO

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. Snap, LexisNexis, and Lonely Planet are also developing and training LLM models, each leveraging their own data stored on AWS. “We

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CIO

DECEMBER 13, 2023

Most recently, in June, it spent $650 million to buy Casetext, a 104-employee company that offers an AI assistant for legal professionals powered by OpenAI’s GPT-4, the same large language model (LLM) behind ChatGPT. But that’s not the only big bet the company is making on generative AI. We see huge value unlock in that.”

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AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. For more information on Mixtral-8x7B Instruct on AWS, refer to Mixtral-8x7B is now available in Amazon SageMaker JumpStart.

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Tenable

NOVEMBER 8, 2024

Where can you find a comprehensive guide of tools to secure generative AI applications? These questions are addressed in a new set of resources for AI security from the Open Worldwide Application Security Project’s OWASP Top 10 for LLM Application Security Project. Financial services and law offices rounded out the top five.

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CIO

DECEMBER 10, 2024

However, each cloud provider offers distinct advantages for AI workloads, making a multi-cloud strategy vital. AWS provides diverse pre-trained models for various generative tasks, including image, text, and music creation. Whether its a managed process like an exit strategy or an unexpected event like a cyber-attack.

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Strategy Cloud Artificial Inteligence Azure 158

John Snow Labs

DECEMBER 2, 2024

This summarization capability not only boosts efficiency but also makes sure that no critical details are overlooked, thereby supporting optimal patient care and enhancing healthcare outcomes. John Snow Labs is the developer behind Spark NLP, Healthcare NLP, and Medical LLMs. You will be redirected to the listing on AWS Marketplace.

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Artificial Inteligence CTO Software Review AWS 52

Existek

OCTOBER 18, 2023

Recent breakthroughs in the field of AI have expressed a great interest in adopting AI-powered solutions across various industries. The healthcare domain isn’t an exception, as it has always been among the first to leverage the latest approaches and technologies. List of the Content What is generative AI?

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AWS Machine Learning - AI

SEPTEMBER 6, 2024

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. billion 50,067 million 50.067 billion What were Amazon’s AWS sales for the second quarter of 2023? Amazon’s AWS sales for the second quarter of 2023 were $22.1

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Generative AI Metrics Artificial Inteligence Systems Review 91

CIO

OCTOBER 3, 2024

Many enterprise core data assets in financial services, manufacturing, healthcare, and retail rely on mainframes quite extensively. IBM is enabling enterprises to leverage the crown jewels that are managed using mainframes as a first-class citizen in the AI journey.”

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Artificial Inteligence Generative AI Machine Learning Enterprise 210

John Snow Labs

JANUARY 25, 2024

John Snow Labs , the AI for healthcare company, has completed its highest growth year in company history. Attributed to its state-of-the-art artificial intelligence (AI) models and proven customer success, the focus on generative AI has gained the company industry recognition.

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