Dynatrace

MAY 17, 2023

GPT (generative pre-trained transformer) technology and the LLM-based AI systems that drive it have huge implications and potential advantages for many tasks, from improving customer service to increasing employee productivity. It highlights the potential of GPT technology to drive “information democracy” even further.

Innovation 259

Innovation Software Software Artificial Intelligence 259

O'Reilly

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI.

Artificial Intelligence 110

Artificial Intelligence Social Media Google Internet 110

Dynatrace

NOVEMBER 22, 2021

Amazon Web Services (AWS) and other cloud platforms provide visibility into their own systems, but they leave a gap concerning other clouds, technologies, and on-prem resources. To address these issues, organizations that want to digitally transform are adopting cloud observability technology as a best practice. What is AIOps?

AWS 228

AWS Lambda Artificial Intelligence Serverless 228

O'Reilly

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. What should copyright law mean in the age of artificial intelligence?

Artificial Intelligence 101

Artificial Intelligence Media Google Processing 101

Scalegrid

JANUARY 11, 2024

By enhancing IAM (Identity Access Management), CASB (Cloud Access Security Broker), and SASE (Secure Access Service Edge) capabilities, these technologies bolster overall cloud security measures. This way, relevant information can easily be accessed, allowing swift responses against possible external attacks or internal threats.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

MARCH 10, 2021

This week Dynatrace achieved Amazon Web Services (AWS) Machine Learning Competency status in the new Applied Artificial Intelligence (Applied AI) category. This is exciting because we are seeing AI and ML-driven applications maturing rapidly as a way of mastering performance in hybrid, hyper-scale cloud environments.

AWS 144

AWS Cloud Artificial Intelligence Innovation 144

All Things Distributed

SEPTEMBER 4, 2017

When a technology has its breakthrough, can often only be determined in hindsight. In the case of artificial intelligence (AI) and machine learning (ML), this is different. Many are uncomfortable with the idea that an artificial intelligence exists alongside human intelligence. That is understandable.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

Official Blog - World Web Technology

NOVEMBER 19, 2023

By partnering with a web development company, businesses can leverage the skills and experience of developers who are well-versed in the latest technologies, frameworks, and design trends. They don’t have to hire, train, and manage developers, which would take time and work. Best Practices for Outsourcing Web Development!

Development 59

Development Best Practices Website Artificial Intelligence 59

O'Reilly

FEBRUARY 15, 2022

But a recent discussion of Google’s new Large Language Models (LLMs), and its claim that one of these models (named Gopher) has demonstrated reading comprehension approaching human performance , has spurred some thoughts about comprehension, ambiguity, intelligence, and will. Dilsey endured. Benjy was castrated. Humanists are not.

Artificial Intelligence 117

Artificial Intelligence Testing Engineering Programming 117

Dynatrace

JANUARY 17, 2024

As organizations turn to artificial intelligence for operational efficiency and product innovation in multicloud environments, they have to balance the benefits with skyrocketing costs associated with AI. An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance.

Strategy 222

Strategy Artificial Intelligence Storage Cloud 222

ACM Sigarch

APRIL 26, 2018

Dataflow Processing Unit (DPU) is the product of Wave Computing, a Silicon Valley company which is revolutionizing artificial intelligence and deep learning with its dataflow-based solutions. TFLOPS deep learning performance, and is equipped with 32GB of high-bandwidth memory (HBM) capacity. The new GV100 packs 7.4

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

Testsigma

JULY 13, 2021

Natural Language Processing (NLP) refers to a branch of Computer Science, or in more simple words, let us say it refers to a branch of Artificial Intelligence (AI). This technology has been around for years and is now being used by several people on a daily basis. Smart Test Automation. Smart Element locators.

Testing 52

Testing Artificial Intelligence Processing Programming 52

Dynatrace

OCTOBER 14, 2021

Artificial intelligence for IT operations (AIOps) is an IT practice that uses machine learning (ML) and artificial intelligence (AI) to cut through the noise in IT operations, specifically incident management. They require extensive training, and real-user must spend valuable time filtering any false positives.

Artificial Intelligence 212

Artificial Intelligence DevOps Innovation Metrics 212

O'Reilly

JUNE 7, 2022

And that refusal is as important to intelligence as the ability to solve differential equations, or to play chess. Indeed, the path towards artificial intelligence is as much about teaching us what intelligence isn’t (as Turing knew) as it is about building an AGI. Can those tasks even be enumerated?

Artificial Intelligence 145

Artificial Intelligence Games Energy Open Source 145

Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. It works without having to identify training data, then training and honing. AIOps use cases. Analyze the data. Execute an action plan.

DevOps 196

DevOps Artificial Intelligence Healthcare Innovation 196

O'Reilly

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. Executive Summary We’ve never seen a technology adopted as fast as generative AI—it’s hard to believe that ChatGPT is barely a year old. When 26% of a survey’s respondents have been working with a technology for under a year, that’s an important sign of momentum.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

O'Reilly

MARCH 23, 2023

which has received some specialized training. with specialized training. Sydney is based on GPT-4, 1 with additional training. Kosmos-1 Developed by Microsoft, and trained on image content in addition to text. They’ve all had additional specialized training; and they all have a reasonably well-designed user interface.

Google 104

Google Open Source Programming Code 104

Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. These include popular technologies such as web servers and web applications, along with advanced solutions like distributed data stores and containerized microservices.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Dynatrace

MARCH 16, 2021

The research firm predicts a significant uptick in AIOps investments over the next two years as organizations look for ways to improve IT outcomes, without breaking budgets or overworking technology staff. The challenge? Here’s how. What is AIOps and what are the challenges? Reduced IT spend. million each year.

Artificial Intelligence 192

Artificial Intelligence Open Source Cloud Analytics 192

All Things Distributed

DECEMBER 13, 2016

Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide. The British Government is also helping to drive innovation and has embraced a cloud-first policy for technology adoption.

AWS 166

AWS Cloud Artificial Intelligence IoT 166

Percona

DECEMBER 14, 2023

Will 2023 be called the year of Generative Artificial Intelligence (AI)? I don’t know, but certainly, the launching of ChatGPT at the end of 2022 sparked a huge hype explosion around that technology throughout this year. Interesting time indeed, we’re eyewitnesses to something that started changing our world.

Database 90

Database Artificial Intelligence Servers Operating System 90

Dynatrace

JULY 27, 2020

We introduced Dynatrace’s Digital Business Analytics in part one , as a way for our customers to tie business metrics to application performance and user experience, delivering unified insights into how these metrics influence business milestones and KPIs. Do we really need dashboards? Select the User Journey Workflow. Click on Next.

Analytics 170

Analytics Artificial Intelligence Metrics Design 170

O'Reilly

APRIL 5, 2023

The notion that artificial intelligence will help us prepare for the world of tomorrow is woven into our collective fantasies. That’s because AI algorithms are trained on data. And it’s safe to say that most AI algorithms are trained on datasets that are significantly older. Your coat was red or blue.

Artificial Intelligence 110

Artificial Intelligence Energy Government Virtualization 110

O'Reilly

JUNE 20, 2023

This can be simplified by considering that AI, like all other technology, has a supply chain. When pondering your approach to dissecting AI’s supply chain, consider how production, shipping, delivery, and invoicing are steps in just about any supply chain, for everything that you use, from toothpaste to technology.

Blockchain 79

Blockchain Network Government Programming 79

Dynatrace

JUNE 1, 2021

Application performance monitoring (APM) is the practice of tracking key software application performance metrics using monitoring software and telemetry data. Practitioners use APM to ensure system availability, optimize service performance and response times, and improve user experiences. Application performance management.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Official Blog - World Web Technology

MARCH 16, 2023

For example, if you want to add features such as Augmented Reality, Virtual Reality, Artificial Intelligence, and others, costs of creating an app might go up. It can save you from headaches such as recruiting the team, interviewing them, buying licensed tools and software, training, monitoring the progress, etc.

Development 52

Development Mobile Artificial Intelligence Design 52

O'Reilly

SEPTEMBER 19, 2023

” That came to mind when a friend raised a point about emerging technology’s fractal nature. A company then needed to train up their ops team to manage the cluster, and their analysts to express their ideas in MapReduce. I am wired to constantly ask “what’s next?” Cloud computing?

Hardware 99

Hardware Storage Big Data Blockchain 99

All Things Distributed

MAY 21, 2018

We already have an idea of how digitalization, and above all new technologies like machine learning, big-data analytics or IoT, will change companies' business models — and are already changing them on a wide scale. Only parts of the processes are being performed by machines, or at least supported by them.

Artificial Intelligence 76

Artificial Intelligence Technology Technology IoT 76

O'Reilly

JULY 20, 2021

Most recently, IBM used Flickr photos that were shared under a Creative Commons license to train facial recognition algorithms. It comes down to a key question: is the risk associated with an action greater than the trust we have that the person performing the action is who they say they are? It also assumes this technology is secure.

Google 121

Google Games Technology Technology 121

O'Reilly

OCTOBER 18, 2022

As AI technologies are adopted more broadly in security and other high-risk applications, we’ll all need to know more about AI audit and risk management. AI audit firms tend to perform a mix of audits and assessments. When that data is used to train an AI system, that system can replicate our bad behavior with speed and scale.

Artificial Intelligence 116

Artificial Intelligence Government Healthcare Metrics 116

All Things Distributed

NOVEMBER 30, 2016

We also have a great deal of machine learning technology that can benefit machine scientists and developers working outside Amazon. automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models. Amazon Lex.

AWS 165

AWS Lambda Artificial Intelligence Mobile 165

Dynatrace

JANUARY 4, 2024

Artificial intelligence is rapidly transforming the world around us, with applications based on AI emerging in virtually every industry and sector. It can be difficult to understand the basis of AI systems’ decisions, particularly when they are trained on large and complex data sets. AI system bias. Data in context.

Artificial Intelligence 234

Artificial Intelligence Strategy Traffic Virtualization 234