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? It has these characteristics you need to learn about to be truly successful.”

Generative AI 348

Generative AI Artificial Inteligence Metrics Training 348

CIO

APRIL 12, 2024

A new support tool, Hey GURA, combines generative AI with headsets to provide store employees with all kinds of information on the fly. In addition, Hey GURA has become part of Tractor Supply’s new employee training program, Mills adds. One of our differentiators is we hire team members from the community,” he says.

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Artificial Inteligence Retail Artificial Intelligence Knowledge Base 266

CIO

MAY 29, 2024

“On the surface and as it exists today, AI and sustainability take you in opposite directions,” says Srini Koushik, president of AI, technology and sustainability at Rackspace Technology. “AI AI consumes a lot of power, whether it’s training large language models or running inference. And this is only the beginning.

Sustainability 212

Sustainability Artificial Inteligence Energy Guidelines 212

CIO

MAY 12, 2023

We were able to get better metrics and reporting. None of this is surprising for an IT division of a major enterprise these days, and GDIT is big — roughly 30,000 IT employees tend to General Dynamics’ corporate needs. I think that the clouds are quite good. We saw a lot of reduction in cost,” he says. “We

Strategy 226

Strategy Disaster Recovery Weak Development Team Cloud 226

AWS Machine Learning - AI

APRIL 24, 2024

In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning. To increase training samples for better learning, we also used another LLM to generate feedback scores.

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Artificial Inteligence Engineering Performance Generative AI 101

CIO

DECEMBER 4, 2023

Once focused solely on reducing search and retrieval times, information lifecycle management (ILM) is now critical to workflow automation, identifying and tracking performance metrics, and harnessing the burgeoning potential of AI. Operationalizing data to drive revenue CIOs report that their roles are rising in importance and impact.

Artificial Inteligence 130

Artificial Inteligence Artificial Intelligence Sustainability Generative AI 130

Trigent

SEPTEMBER 14, 2023

Losing top talent not only affects productivity but also incurs significant losses in terms of recruitment, training, and onboarding. Here is How Generative AI Solves Employee Attrition According to the National Bureau of Economic Research, integrating AI assistance into the workforce led to significant productivity improvements.

Analytics 52

Analytics Generative AI Machine Learning Artificial Inteligence 52

AWS Machine Learning - AI

MAY 30, 2024

Retrieval Augmented Generation vs. fine tuning Traditional LLMs don’t have an understanding of Vitech’s processes and flow, making it imperative to augment the power of LLMs with Vitech’s knowledge base. Additionally, Vitech uses Amazon Bedrock runtime metrics to measure latency, performance, and number of tokens. “We

Artificial Inteligence 95

Artificial Inteligence Technical Review Development Team Review Software Review 95

Palo Alto Networks

JANUARY 17, 2024

Accordingly, Yoni highlights a significant shift in attacker tactics foreseeing a surge in the use of generative AI by malevolent entities. Yoni explains: “Any prompt can now become a way to learn new data, and it's easier to search on that data using generative AI. So it's a garbage in, garbage out problem.

Artificial Inteligence 92

Artificial Inteligence Artificial Intelligence Generative AI Metrics 92

Hacker Earth Developers Blog

AUGUST 2, 2022

Popular AI techniques like computer vision and object recognition have revolutionized the scope of working across healthcare, science, retail, and education to improve the accuracy of success. More than just a supercomputer generation, AI recreated human capabilities in machines.

Software Engineering 246

Software Engineering Artificial Inteligence Engineering Software 246

Github

NOVEMBER 8, 2023

In this year’s report, we’ll study how open source activity around AI, the cloud, and Git has changed the developer experience and is increasingly driving impact among developers and organizations alike. We uncover three big trends: Developers are building with generative AI in big numbers.

Open Source 145

Open Source Generative AI Research Innovation 145

AWS Machine Learning - AI

NOVEMBER 22, 2023

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 generative AI has appeared in previous events, this year we’re taking it to the next level. This year, learn about LLMOps, not just MLOps!

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Generative AI Artificial Inteligence AWS Machine Learning 102

O'Reilly Media - Ideas

FEBRUARY 6, 2024

Hospitals are using Federated Learning techniques to collect and share patient data without compromising privacy. With federated learning, the hospitals aren’t sharing actual patient data, but machine learning models built on local data. It is simpler and more efficient than RLHF.

Artificial Inteligence 74

Artificial Inteligence Trends Software Review Open Source 74

Tenable

JANUARY 26, 2024

Created by the Australian Cyber Security Centre (ACSC) in collaboration with cyber agencies from 10 other countries, the “ Engaging with Artificial Intelligence ” guide highlights AI system threats, offers real-world examples and explains ways to mitigate these risks.

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Artificial Inteligence Artificial Intelligence Weak Development Team Technical Advisors 115

Tenable

DECEMBER 1, 2023

Looking for guidance on developing AI systems that are safe and compliant? Plus, a new survey shows generative AI adoption is booming, but security and privacy concerns remain. Check out new best practices from the U.S. cyber agencies. And much more!

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Artificial Inteligence Systems Review Government System 67

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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Generative AI Sustainability Artificial Inteligence AWS 104

Palo Alto Networks

APRIL 4, 2024

But if a CISO can, with the help of generative AI, receive text summarizations or another mode where complex technical topics are converted into consumable human business speak, that translates to something the board can relate to and take action on if needed.” And continuously assessing and training.

Technical Advisors 78

Technical Advisors Artificial Inteligence Metrics Artificial Intelligence 78

Palo Alto Networks

MAY 22, 2024

It gets warm, it's a great space heater, and then it's also going to start to impact if companies are hosting their own local LLMs for security, for fine-tuning reasons, and how they're going to be training their own models.” Insider knowledge of AI systems could be used to manipulate or bypass security measures.

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Artificial Inteligence How To Weak Development Team Systems Review 67

O'Reilly Media - Ideas

JANUARY 25, 2024

In this report about how people are using O’Reilly’s learning platform, we’ll see how patterns are beginning to shift. Just a few notes on methodology: This report is based on O’Reilly’s internal “Units Viewed” metric. Generative AI is the wild card: Will it help developers to manage complexity?

Trends 116

Trends Technical Review Technology Artificial Inteligence 116

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Capacity We can think about capacity in two contexts: inference and training model data pipelines.

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Generative AI Disaster Recovery Artificial Inteligence AWS 104

Capgemini

MARCH 31, 2024

A Brave New (Generative) World – The future of generative software engineering Keith Glendon 26 Mar 2024 Facebook Twitter Linkedin Disclaimer : This blog article explores potential futures in software engineering based on current advancements in generative AI.

Software Engineering 52

Software Engineering Engineering Software Generative AI 52

Capgemini

APRIL 19, 2024

This involves reducing the total cost of ownership (TCO) across development, maintenance, and training, without compromising on service quality or compliance. The emergence of low-code/no-code platforms, coupled with the infusion of generative AI, has fundamentally changed the game.

UI/UX 52

UI/UX Innovation Microservices Generative AI 52

AWS Machine Learning - AI

JUNE 3, 2024

Then we train, build, test, and deploy the model using SageMaker Canvas, without writing any code. Solution overview SageMaker Canvas brings together a broad set of capabilities to help data professionals prepare, build, train, and deploy ML models without writing any code. For Objective metric , leave as the default F1.

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Generative AI Innovation Artificial Inteligence AWS 83

AWS Machine Learning - AI

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

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Generative AI Artificial Inteligence Report Healthcare 97

AWS Machine Learning - AI

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support.

Generative AI 107

Generative AI Artificial Inteligence Technical Review Development Team Review 107

Perficient

MARCH 5, 2024

Investment in short-form video & other bingeable content More integrated, omnichannel content campaigns AI will be leveraged for the entire content lifecycle Audience-First Approach As generative AI use continues to surge, 2024 is witnessing a pronounced shift in content strategy – one that places the audience at the forefront.

Digital Marketing 52

Digital Marketing Trends Marketing Advertising 52

Openxcell

JULY 10, 2023

As the world is experiencing the fourth industrial revolution ( industry 4.0), advanced modern technologies like Machine Learning (ML), Artificial Intelligence (AI), the Internet of Things (IoT), and Digital Twins (DT) are essential. Make the most out of digital twin technology with our Generative AI services.

Examples 52

Examples Trends Artificial Inteligence Applications 52

Tenable

NOVEMBER 4, 2023

Its main takeaway: Visibility into the inner workings of the most popular generative AI tools is, well, murky and getting more opaque – and that’s not good. The study found that organizations investing in training today are only half as likely to have critical skills gaps as those that aren’t investing and have no plans to.

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Artificial Inteligence Artificial Intelligence Organization Study 74

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Fine-tuning directly trains the model on the end task but requires many text-SQL examples.

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Generative AI Artificial Inteligence Enterprise Data 111

AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects.

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Artificial Inteligence Meeting Generative AI AWS 97

AWS Machine Learning - AI

NOVEMBER 20, 2023

This vision model developed by KT relies on a model pre-trained with a large amount of unlabeled image data to analyze the nutritional content and calorie information of various foods. The AI Food Tag can help patients with chronic diseases such as diabetes manage their diets.

Training 84

Training Technical Review AWS Software Review 84

AWS Machine Learning - AI

APRIL 1, 2024

Machine learning (ML) research has proven that large language models (LLMs) trained with significantly large datasets result in better model quality. In the last few years, the size of current generation models has increased significantly, and they require modern tools and infrastructure to be trained efficiently and at scale.

Artificial Inteligence 96

Artificial Inteligence Machine Learning AWS Training 96

AWS Machine Learning - AI

MAY 17, 2024

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI , is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can choose the model card to view details about the model such as license, data used to train, and how to use.

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Artificial Inteligence Generative AI Artificial Intelligence Machine Learning 94

AWS Machine Learning - AI

MAY 31, 2024

FMs are trained on vast quantities of data, allowing them to be used to answer questions on a variety of subjects. This streamlined approach simplifies the GDPR right to be forgotten compliance for generative AI applications. Delete the customer information part of the source.csv file and re-upload the file to the S3 bucket.

Knowledge Base 99

Knowledge Base Artificial Inteligence AWS Generative AI 99

Trigent

AUGUST 31, 2023

Advanced technologies like robotic process automation (RPA), cognitive automation (CA), optical character recognition (OCR), natural language processing (NLP), machine learning (ML), and artificial intelligence (AI) are laying the groundwork for zero error and patient data accuracy.

Technical Review 52

Technical Review Data Healthcare Systems Review 52

CIO

NOVEMBER 17, 2023

This is achieved through efficiencies of scale, as an MSP can often hire specialists that smaller enterprises may not be able to justify, and through automation, artificial intelligence, and machine learning — technologies that client companies may not have the expertise to implement themselves. Take, for example, legacy systems.

Technical Review 318

Technical Review Artificial Inteligence Systems Review Artificial Intelligence 318

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Similarly, Amazon Bedrock metrics are available by navigating to Metrics , Bedrock on the CloudWatch console.

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AWS Lambda Artificial Inteligence Performance 97