CIO

MARCH 18, 2024

SAP and Nvidia announced an expanded partnership today with an eye to deliver the accelerated computing that customers need in order to adopt large language models (LLMs) and generative AI at scale. We wanted to design it in a way that customers don’t have to care about complexity,” he said.

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AWS Machine Learning - AI

MAY 31, 2024

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case.

Knowledge Base 121

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CIO

OCTOBER 24, 2024

Yet many still rely on phone calls, outdated knowledge bases, and manual processes. That means organizations are lacking a viable, accessible knowledge base that can be leveraged, says Alan Taylor, director of product management for Ivanti – and who managed enterprise help desks in the late 90s and early 2000s. “We

Artificial Inteligence 145

Artificial Inteligence Knowledge Base Artificial Intelligence Machine Learning 145

AWS Machine Learning - AI

APRIL 26, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

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Knowledge Base Generative AI Artificial Inteligence AWS 117

CIO

MAY 3, 2024

The LLM gives agents the ability to confirm all responses suggested by the model. The journey with MeRA is just beginning,” says the chief digital and technology officer, noting that the tool has prompted UPS to rethink and refine its approach to AI training. For MeRA, UPS started with Microsoft OpenAI LLMs, GPT 3.5

Generative AI 210

Generative AI Artificial Inteligence Knowledge Base Training 210

AWS Machine Learning - AI

AUGUST 6, 2024

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. Customization unlocks the transformative potential of large language models.

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Generative AI Artificial Inteligence Applications Knowledge Base 123

CIO

APRIL 12, 2024

prides itself in delivering “legendary” customer service, and it has turned to artificial intelligence to assist with that goal. Explaining life out here The Hey GURA assistant includes a wide-ranging “life out here” knowledge base, echoing Tractor Supply’s corporate brand message. Tractor Supply Co.

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Artificial Inteligence Retail Artificial Intelligence Knowledge Base 168

CIO

APRIL 25, 2023

GPT stands for generative pre-trained transformer. A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017. Five years later, transformer architecture has evolved to create powerful models such as ChatGPT. What is ChatGPT? ChatGPT is a product of OpenAI.

Generative AI 169

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 169

CIO

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. The result is Myrddin, an AI-based cyber wizard that provides answers and guidance to IT teams undergoing CMMC assessments. However, integrating Myrddin into the CMMC dashboard was just the beginning.

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Compliance Artificial Inteligence Guidelines Artificial Intelligence 164

John Snow Labs

JANUARY 25, 2024

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. The no-code NLP Lab platform has experienced 5x growth by teams training, tuning, and publishing AI models.

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Artificial Inteligence Generative AI Healthcare Case Study 94

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. If a knowledge base ID is configured , the Bot Fulfillment Lambda function forwards the request to the knowledge base.

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Artificial Inteligence Generative AI Knowledge Base Lambda 118

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. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

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CIO

DECEMBER 9, 2024

This is particularly true with enterprise deployments as the capabilities of existing models, coupled with the complexities of many business workflows, led to slower progress than many expected. But this isnt intelligence in any human sense. Failure to do so could mean a 500% to 1,000% error increase in their cost calculations.

Enterprise 171

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Ivanti

JUNE 11, 2024

However, AI-based knowledge management can deliver outstanding benefits – especially for IT teams mired in manually maintaining knowledge bases. It uses machine learning algorithms to analyze and learn from large datasets, then uses that to generate new content.

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Knowledge Base Generative AI Artificial Inteligence How To 95

AWS Machine Learning - AI

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval.

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AWS Machine Learning - AI

APRIL 8, 2024

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model.

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Artificial Inteligence Applications Knowledge Base AWS 114

CIO

DECEMBER 9, 2024

The Bedrock updates included Model Distillation a managed service aimed at helping enterprises bring down their cost of running LLMs, and prompt caching on Bedrock designed to reduce the cost of prompting an LLM by storing prompts in a cached memory.

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Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. We see AI applications like chatbots being built on top of closed-source or open source foundational models. Those models are trained or augmented with data from a data management platform.

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Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

Cloudera

AUGUST 28, 2023

The release of ChatGPT pushed the interest in and expectations of Large Language Model based use cases to record heights. Every company is looking to experiment, qualify and eventually release LLM based services to improve their internal operations and to level up their interactions with their users and customers.

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Artificial Inteligence Enterprise Data Knowledge Base 76

AWS Machine Learning - AI

MAY 9, 2024

Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles. It is designed to be deeply integrated into the FAST platform and use all of Verisk’s documentation, training materials, and collective expertise.

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CIO

NOVEMBER 11, 2024

Saudi Arabia has announced a 100 billion USD initiative aimed at establishing itself as a major player in artificial intelligence, data analytics, and advanced technology. Saudi Arabia’s AI ambitions are rooted in its Vision 2030 agenda, which outlines AI as a key pillar in the country’s transition to a knowledge-based economy.

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Artificial Intelligence Artificial Inteligence Data Center ChatGPT 193

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.

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CIO

JULY 31, 2023

AI models are trained on the information they’re given. In the case of large language models (LLMs), this usually means a big body of text. If the AI is trained on accurate, up-to-date, and well-organized information, it will tend to respond with answers that are accurate, up-to-date, and relevant.

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CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. You need people who are trained to see that.

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Weak Development Team Artificial Inteligence Technical Review Generative AI 211

AWS Machine Learning - AI

MAY 30, 2024

Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker. Vitech needed a fully managed and secure experience to host LLMs and eliminate the undifferentiated heavy lifting associated with hosting 3P models.

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AWS Machine Learning - AI

SEPTEMBER 12, 2024

They perform well at natural language understanding tasks such as summarization, text generation, and question answering on a broad variety of topics. However, they can sometimes hallucinate or produce inaccurate responses when answering questions that they haven’t been trained on.

Artificial Inteligence 120

Artificial Inteligence Applications Generative AI AWS 120

CIO

SEPTEMBER 19, 2024

With several LLM AIs now available, smart companies can experiment with them and train autonomous agents based on their specific needs, he says. “We AlphaSense has trained its own AI agents, but many companies lack internal expertise, he says.

CTO Coach 205

CTO Coach Artificial Inteligence Fractional CTO Open Source 205

AWS Machine Learning - AI

MAY 7, 2024

A more efficient way to manage meeting summaries is to create them automatically at the end of a call through the use of generative artificial intelligence (AI) and speech-to-text technologies. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub.

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Artificial Inteligence Meeting Generative AI AWS 119

O'Reilly Media - Ideas

FEBRUARY 28, 2019

In a recent post , we described what it would take to build a sustainable machine learning practice. These projects are built and supported by a stable team of engineers, and supported by a management team that understands what machine learning is, why it’s important, and what it’s capable of accomplishing.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. The LLM generated text, and the IR system retrieves relevant information from a knowledge base.

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John Snow Labs

JULY 28, 2023

Medical Large Language Models LLMs In recent years, Large Language Models (LLMs) have revolutionized various industries by their ability to process and generate human-like text. These knowledge bases are regularly updated, guaranteeing access to the latest medical knowledge.

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Artificial Inteligence AWS Software Review Healthcare 52

AWS Machine Learning - AI

NOVEMBER 19, 2024

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. These indexed documents provide a comprehensive knowledge base that the AI agents consult to inform their responses.

Knowledge Base 88

Knowledge Base Generative AI Technical Review Lambda 88

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 115

Generative AI Artificial Inteligence Virtualization UI/UX 115

Cloudera

SEPTEMBER 26, 2024

AMPs are fully built out ML prototypes that can be deployed with a single click directly from Cloudera Machine Learning. By providing pre-built workflows, best practices, and integration with enterprise-grade tools, AMPs eliminate much of the complexity involved in building and deploying machine learning models.

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Altexsoft

FEBRUARY 5, 2020

In this article, we’ll discuss what the next best action strategy is and how businesses define the next best action using machine learning-based recommender systems. You can choose from two approaches to enabling the next best action: rule-based or machine learning-based recommendations.

Artificial Inteligence 110

Artificial Inteligence Machine Learning Marketing How To 110

Cloudera

NOVEMBER 4, 2024

These methods were often time-consuming, labor-intensive, and limited in their ability to handle complex language nuances and unstructured data. CAI is a robust platform for data scientists and Artificial Intelligence (AI) practitioners to build, train, deploy, and manage models and applications at scale.

Artificial Inteligence 75

Artificial Inteligence Analysis Artificial Intelligence Research 75

CIO

JANUARY 31, 2024

Thankfully, generative artificial intelligence (genAI) holds a lot of promise for increasing the efficiency of IT teams. In many cases, a genAI platform trained on the enterprise’s data — from telemetry data to knowledge base articles — can help individual employees, customers, and partners resolve IT issues all on their own.

Artificial Intelligence 174

Artificial Intelligence Artificial Inteligence Generative AI Knowledge Base 174