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. GPTs can also help quickly onboard team members to new development platforms and toolsets.

Innovation 254

Innovation Software Software Artificial Intelligence 254

Dynatrace

JULY 6, 2022

IT automation is the practice of using coded instructions to carry out IT tasks without human intervention. At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. What is IT automation?

Artificial Intelligence 184

Artificial Intelligence Tuning Strategy Big Data 184

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. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code.

AWS 224

AWS Lambda Artificial Intelligence Serverless 224

Dynatrace

FEBRUARY 10, 2022

But as they turn to cloud environments to develop new products and manage IT infrastructure, they have introduced a host of complex systems that need to be managed and secured. Consider a true self-driving car as an example of how this software intelligence works. It starts with deep and broad observability.

Artificial Intelligence 181

Artificial Intelligence Performance Innovation Speed 181

O'Reilly

JUNE 18, 2024

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute.

Social Media 141

Social Media Media Open Source Traffic 141

Dynatrace

SEPTEMBER 3, 2020

AIOps is the terminology that indicates the use of, typically, machine learning (ML) based artificial intelligence to cut through the noise in IT operations, specifically incident handling and management. It works without identifying training data, then training and honing. Dynatrace news.

Software 263

Software Software Artificial Intelligence Metrics 263

O'Reilly

SEPTEMBER 10, 2024

A recent article in Computerworld argued that the output from generative AI systems, like GPT and Gemini, isn’t as good as it used to be. First, developers of AI systems are trying to improve the output of their systems. How much of the code in GitHub or on StackOverflow really demonstrates good coding practices?

Tuning 61

Tuning Internet Internet Programming 61

O'Reilly

JANUARY 6, 2020

The programming world will increasingly be split between highly trained professionals and people who don’t have a deep background but have a lot of experience building things. Like reading, some people learn how to code with little training, and others don’t. We need to rethink the role of the programmer. Mike Loukides.

Programming 98

Programming Artificial Intelligence Education Games 98

O'Reilly

JUNE 14, 2024

Will there be an ability to consent to their participation in such a system in the first place? While perfect intelligence is no more possible in a synthetic sense than in an organic sense, retrieval-augmented generative (RAG) search engines may be the key to addressing the many concerns we listed above.

Open Source 80

Open Source Media Tuning Engineering 80

O'Reilly

JUNE 27, 2023

When a person clicked “submit,” the website would pass that form data through some backend code to process it—thereby sending an e-mail, creating an order, or storing a record in a database. That code was too trusting, though. Each invocation of an AI chatbot is a probabilistic journey through its training data.

Social Media 92

Social Media Media Website Database 92

Testsigma

DECEMBER 20, 2019

Artificial Intelligence (AI) is one such technology that has made a substantial contribution to automation in general. Artificial Intelligence (AI): A brief introduction. Artificial Intelligence (AI) is an interdisciplinary branch of computer science, parts of which have been commercialized.

Artificial Intelligence 54

Artificial Intelligence Testing Healthcare Innovation 54

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 217

Strategy Artificial Intelligence Storage Cloud 217

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. The new DGX-2, which achieves 2 petaFLOPS in the system, combines 16 fully interconnected GPUS with 10x the deep learning performance.

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

O'Reilly

OCTOBER 17, 2023

Designing and writing software systems that generate prompts automatically. Designing automated prompting systems is clearly important. In the long run, the will to learn something yourself will be much more important than a couple of hours training in effective prompting patterns. To say nothing of debugging and testing.)

Programming 103

Programming Education Engineering Design 103

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 207

Artificial Intelligence DevOps Innovation Metrics 207

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. But before that new code can be deployed, it needs to be tested and reviewed from a security perspective. The four stages of data processing.

DevOps 191

DevOps Artificial Intelligence Healthcare Innovation 191

O'Reilly

JUNE 7, 2022

Not so many years ago, one problem with AI was that AI systems were only good at one thing. After IBM’s Deep Blue defeated Garry Kasparov in chess, it was easy to say “But the ability to play chess isn’t really what we mean by intelligence.” We don’t know how much power it took to train Gato, but GPT-3 required about 1.3

Artificial Intelligence 145

Artificial Intelligence Games Energy Open Source 145

O'Reilly

NOVEMBER 28, 2023

Training models and developing complex applications on top of those models is becoming easier. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). report that the difficulty of training a model is a problem.

Open Source 111

Open Source Google Artificial Intelligence Infrastructure 111

O'Reilly

MARCH 23, 2023

It can explain code that you don’t understand, including code that has been intentionally obfuscated. It can pretend to be an operating system. which has received some specialized training. with specialized training. Sydney The internal code name of the chatbot behind Microsoft’s improved search engine, Bing.

Google 107

Google Open Source Programming Code 107

Percona

DECEMBER 14, 2023

Will 2023 be called the year of Generative Artificial Intelligence (AI)? from the MongoDB Download Center or use your system’s package manager to install the 6.0 For example, on Linux or macOS, use: Bash mongod -shutdown Use code with caution. binaries in your system’s bin directory with the downloaded 6.0

Database 89

Database Artificial Intelligence Servers Operating System 89

All Things Distributed

DECEMBER 13, 2016

Extract valuable insights with machine learning: The world is witnessing the emergence of a broad and powerful range of new systems—computer programs that can teach themselves to grow and change when exposed to new data. Fraud.net uses AWS to build and train machine learning models in detecting online payment fraud.

AWS 165

AWS Cloud Artificial Intelligence IoT 165

O'Reilly

JULY 25, 2023

If you’re reading this, chances are you’ve played around with using AI tools like ChatGPT or GitHub Copilot to write code for you. So far I’ve read a gazillion blog posts about people’s experiences with these AI coding assistance tools. or “ha look how incompetent it is … it couldn’t even get my simple question right!”

Programming 98

Programming Code Design Benchmarking 98

O'Reilly

JUNE 15, 2023

We need research on how best to train AI models to satisfy multiple, sometimes conflicting goals rather than optimizing for a single goal. In his book Voices in the Code , James G. An AI model such as GPT4 has been trained on a vast corpus of human speech, a record of humanity’s thoughts and feelings. It is a mirror.

Government 100

Government Best Practices Energy Internet 100

O'Reilly

SEPTEMBER 19, 2023

” Each step has been a twist on “what if we could write code to interact with a tamper-resistant ledger in real-time?” A company then needed to train up their ops team to manage the cluster, and their analysts to express their ideas in MapReduce. Mental contortions led to code contortions led to frustration.

Hardware 101

Hardware Storage Big Data Blockchain 101

O'Reilly

JUNE 20, 2023

Knowing what makes up the supply chain is critical to enforcing the security of the AI system, establishing trust with the consumer of the AI’s output, and protecting your organization from undue risk. The algorithms are compiled into code libraries, and then distributed to AI developers who use them to write custom AI models.

Blockchain 82

Blockchain Network Government Programming 82

Dynatrace

JUNE 1, 2021

Practitioners use APM to ensure system availability, optimize service performance and response times, and improve user experiences. Causes can run the gamut — from coding errors to database slowdowns to hosting or network performance issues. Mobile apps, websites, and business applications are typical use cases for monitoring.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

All Things Distributed

MAY 21, 2018

Which human activities can be taken over by machines or ML-based systems? And artificial intelligence makes it possible to break down tasks in such a way that everyone contributes what he or she can do best. How many of the jobs that we know today will even exist in the future? Which tasks will be left over for humans to do?

Artificial Intelligence 73

Artificial Intelligence Technology Technology IoT 73

O'Reilly

JULY 20, 2021

Most recently, IBM used Flickr photos that were shared under a Creative Commons license to train facial recognition algorithms. There may be alarm systems. There have been cases of harassment, intimidation, and domestic abuse by people whose access should have been revoked: for example, an ex-partner turning off the heating system.

Google 121

Google Games Technology Technology 121

O'Reilly

OCTOBER 18, 2022

A recently passed law in New York City requires audits for bias in AI-based hiring systems. AI systems fail frequently, and bias is often to blame. These examples of denigration and stereotyping are troubling and harmful, but what happens when the same types of systems are used in more sensitive applications? Data can be wrong.

Artificial Intelligence 119

Artificial Intelligence Government Healthcare Metrics 119

All Things Distributed

NOVEMBER 30, 2016

automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models. Hubspot could take advantage of advanced AI and ML capabilities provided by Amazon Lex, without having to code the algorithms.

AWS 164

AWS Lambda Artificial Intelligence Mobile 164

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. However, as AI systems become more complex and sophisticated, organizations are learning that they need to ensure the AI they use is responsible and trustworthy. AI system bias.

Artificial Intelligence 229

Artificial Intelligence Strategy Virtualization Traffic 229