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.

Artificial Inteligence 117

Artificial Inteligence AWS Programming Innovation 117

CIO

MARCH 5, 2024

India’s Ministry of Electronics and Information Technology (MeitY) has caused consternation with its stern reminder to makers and users of large language models (LLMs) of their obligations under the country’s IT Act, after Google’s Gemini model was prompted to make derogatory remarks about Indian Prime Minister Narendra Modi.

Artificial Inteligence 321

Artificial Inteligence Generative AI Technical Review Artificial Intelligence 321

CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

Generative AI 340

Generative AI AWS Artificial Inteligence Enterprise 340

CIO

JULY 6, 2023

While Microsoft, AWS, Google Cloud, and IBM have already released their generative AI offerings, rival Oracle has so far been largely quiet about its own strategy. Instead of launching a competing offering in a rush, the company is quietly preparing a three-tier approach.

Generative AI 283

Generative AI Artificial Inteligence Strategy Google Cloud 283

CIO

JUNE 14, 2024

Generative artificial intelligence, or GenAI, has been a transformative force in many different business fields since it appeared on the scene in 2022. IBM reports that 96% of executives see adopting generative AI as increasing their organisation’s chances of experiencing a security breach within the next three years.

Artificial Inteligence 312

Artificial Inteligence Generative AI Data Technical Review 312

AWS Machine Learning - AI

JUNE 18, 2024

Some examples include extracting players and positions in an NFL game summary, products mentioned in an AWS keynote transcript, or key names from an article on a favorite tech company. This process must be repeated for every new document and entity type, making it impractical for processing large volumes of documents at scale.

Artificial Inteligence 117

Artificial Inteligence Generative AI AWS Machine Learning 117

AWS Machine Learning - AI

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. Solution overview For this solution, you deploy a demo application that provides a clean and intuitive UI for interacting with a generative AI model, as illustrated in the following screenshot.

Generative AI 114

Generative AI AWS Artificial Inteligence Applications 114

CIO

MAY 29, 2024

SAP is expanding its AI ecosystem with a partnership with AWS. Such AI partnerships are important for SAP, said Chief Technology Officer Jürgen Müller, pointing to other cooperations, for example with IBM, the chip manufacturer Nvidia and various universities.

AWS 312

AWS Artificial Inteligence Generative AI Machine Learning 312

AWS Machine Learning - AI

APRIL 16, 2024

Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. They’re often used with highly sensitive business data, like personal data, compliance data, operational data, and financial information, to optimize the model’s output.

Generative AI 127

Generative AI AWS Artificial Inteligence Infrastructure 127

CIO

APRIL 28, 2023

Amazon’s cloud computing division, AWS, is shifting its focus towards large language models (LLMs) and generative AI -based offerings as it continues to see a downward spiral in overall revenue growth. The set of ongoing migrations of workloads to AWS is strong.

Artificial Inteligence 130

Artificial Inteligence Generative AI AWS Machine Learning 130

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 112

Generative AI AWS Artificial Inteligence Innovation 112

CIO

NOVEMBER 20, 2024

En un informe reciente de S&P Global Market Intelligence desarrollado a cargo de Weka, el 88% de las organizaciones encuestadas utilizan IA generativa y el 24% la tienen como una capacidad integrada en todos los flujos de trabajo. Muchos proveedores de la nube facilitan el acceso a esos LLM”. Y sí, están funcionando”.

Artificial Inteligence 264

Artificial Inteligence Azure AWS ChatGPT 264

CIO

OCTOBER 6, 2023

That’s why SaaS giant Salesforce, in migrating its entire data center from CentOS to Red Hat Enterprise Linux, has turned to generative AI — not only to help with the migration but to drive the real-time automation of this new infrastructure. We are on the bleeding edge in our operations,” he adds.

Generative AI 352

Generative AI Artificial Inteligence Data Center Operating System 352

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

Generative AI 104

Generative AI AWS Artificial Inteligence Enterprise 104

TechCrunch

APRIL 4, 2023

Now, seven years later, Amazon has another AI accelerator – this time led by Amazon Web Services with a focus on the newest zeitgeist: generative artificial intelligence. Announced today, AWS has created a 10-week program for generative AI startups around the globe. As for why now, isn’t it obvious?

Generative AI 220

Generative AI Artificial Inteligence Minimum Viable Product Artificial Intelligence 220

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. It sends it back to the WebSocket via the Lambda function.

Artificial Inteligence 117

Artificial Inteligence Generative AI Lambda Healthcare 117

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale. We focus on the operational excellence pillar in this post.

Generative AI 111

Generative AI Artificial Inteligence AWS Government 111

AWS Machine Learning - AI

NOVEMBER 26, 2024

In the field of generative AI , latency and cost pose significant challenges. The commonly used large language models (LLMs) often process text sequentially, predicting one token at a time in an autoregressive manner. This post presents a strategy for optimizing LLM-based applications.

Artificial Inteligence 118

Artificial Inteligence Serverless Lambda Generative AI 118

AWS Machine Learning - AI

JULY 29, 2024

In Part 3 , we demonstrate how business analysts and citizen data scientists can create machine learning (ML) models, without code, in Amazon SageMaker Canvas and deploy trained models for integration with Salesforce Einstein Studio to create powerful business applications.

Generative AI 112

Generative AI Artificial Inteligence Applications AWS 112

AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although our track focuses on generative AI, many other tracks have related sessions.

Generative AI 123

Generative AI Artificial Inteligence AWS Machine Learning 123

AWS Machine Learning - AI

FEBRUARY 6, 2024

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

Artificial Inteligence 110

Artificial Inteligence Pharmaceuticals Healthcare AWS 110

AWS Machine Learning - AI

OCTOBER 1, 2024

Over the last 18 months, AWS has announced more than twice as many machine learning (ML) and generative artificial intelligence (AI) features into general availability than the other major cloud providers combined. The following figure highlights where AWS lands in the DSML Magic Quadrant.

Artificial Inteligence 87

Artificial Inteligence Machine Learning AWS Generative AI 87

CIO

JUNE 11, 2024

Pegasystems has announced plans to expand the capabilities of its Pega GenAI enterprise platform by connecting to both Amazon Web Services (AWS) and Google Cloud large language models (LLMs).

Artificial Inteligence 298

Artificial Inteligence Generative AI Google Cloud AWS 298

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. Personalized content will be generated at every step, and collaboration within account teams will be seamless with a complete, up-to-date view of the customer.

Generative AI 116

Generative AI AWS Artificial Inteligence Technical Review 116

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

Generative AI 113

Generative AI Artificial Inteligence Data AWS 113

AWS Machine Learning - AI

JUNE 18, 2024

On December 6 th -8 th 2023, the non-profit organization, Tech to the Rescue , in collaboration with AWS, organized the world’s largest Air Quality Hackathon – aimed at tackling one of the world’s most pressing health and environmental challenges, air pollution. This is done to optimize performance and minimize cost of LLM invocation.

Generative AI 115

Generative AI Artificial Inteligence Technical Review AWS 115

AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

Generative AI 125

Generative AI Artificial Inteligence Applications Knowledge Base 125

CIO

SEPTEMBER 12, 2023

The hype around generative AI since ChatGPT’s launch in November 2022 has driven some software vendors to rush to incorporate the technology into their applications. Despite being an early adopter of AI in general, Salesforce has taken a more measured approach to generative AI.

Generative AI 290

Generative AI Artificial Inteligence Artificial Intelligence Conference 290

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI 107

Generative AI Artificial Inteligence AWS Applications 107

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Generative AI 126

Generative AI Artificial Inteligence Systems Review Software Review 126

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 119

Generative AI AWS Groups Artificial Inteligence 119

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). Looking back to 2021, when Anthropic first started building on AWS, no one could have envisioned how transformative the Claude family of models would be.

Generative AI 138

Generative AI AWS Artificial Inteligence Innovation 138

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

Artificial Inteligence 113

Artificial Inteligence Generative AI AWS Serverless 113

DevOps.com

MAY 2, 2024

Amazon Web Services (AWS) this week make generally available an instance of a generative artificial intelligence (AI) assistant capable of executing complex workflows on behalf of application developers.

Artificial Inteligence 123

Artificial Inteligence AWS Generative AI Artificial Intelligence 123

AWS Machine Learning - AI

MAY 30, 2024

Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes.

Generative AI 131

Generative AI Policies Video AWS 131

AWS Machine Learning - AI

DECEMBER 2, 2024

To address this challenge, Amazon Finance Automation developed a large language model (LLM)-based question-answer chat assistant on Amazon Bedrock. This solution empowers analysts to rapidly retrieve answers to customer queries, generating prompt responses within the same communication thread.

Generative AI 69

Generative AI Artificial Inteligence Knowledge Base Software Review 69

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. Data summarization using large language models (LLMs).

Generative AI 112

Generative AI Artificial Inteligence AWS Technical Review 112