Dynatrace

JULY 27, 2020

In the past, these were designed to display data on a glass in isolation, and whilst this was a good start (as dashboards provide visibility into things like infrastructure and business), traditional dashboards had many shortcomings. Pretty soon, your dashboards will become outdated and will not be utilized as they were designed for.

Analytics 172

Analytics Artificial Intelligence Metrics Design 172

O'Reilly

FEBRUARY 15, 2022

That definition may only be satisfactory to the people who design these tests and school administrators, but it’s also the basis for Deep Mind’s claim. They’re fairly similar: can the reader extract facts from a document? We’ve all taken these tests: SATs, GREs, that box of tests from 6th grade that was (I think) called SRE.

Artificial Intelligence 117

Artificial Intelligence Testing Engineering Programming 117

Official Blog - World Web Technology

NOVEMBER 22, 2023

In the United States, the software development sector is thriving, with a rising need for experienced workers to design new and cutting-edge solutions. It simplifies processes, boosts productivity, and delivers bespoke solutions, offering enterprises a competitive advantage and boosting user experiences in a digital-driven environment.

Software 59

Software Software Development Innovation 59

Official Blog - World Web Technology

NOVEMBER 19, 2023

A well-designed and practical website is a must-have in today’s digital environment for companies of all sizes, especially when you are out there hiring a web development company. Ensure that the outsourcing web development company has good communication processes and is responsive to your inquiries.

Development 59

Development Best Practices Website Artificial Intelligence 59

O'Reilly

JULY 11, 2023

You still have to write prompts, and we’re all in the process of learning that if you want ChatGPT to do a good job, the prompts have to be very detailed. Design—of the software itself, the user interfaces, and the data representation—is certainly not going away, and isn’t something the current generation of AI is very good at.

Programming 99

Programming Code Design Software 99

O'Reilly

NOVEMBER 28, 2023

Users and Nonusers AI adoption is in the process of becoming widespread, but it’s still not universal. Until AI reaches 100%, it’s still in the process of adoption. Automating the process of building complex prompts has become common, with patterns like retrieval-augmented generation (RAG) and tools like LangChain. of nonusers.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

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. It requires two abilities: chess and language.

Artificial Intelligence 145

Artificial Intelligence Games Energy Open Source 145

O'Reilly

JULY 25, 2023

Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation. I liked how ChatGPT helped me work through the tradeoffs of these initial design decisions before diving head-first into coding.

Programming 98

Programming Code Design Benchmarking 98

O'Reilly

JANUARY 9, 2024

The process isn’t repeatable. Change the prompt to help the AI generate correct or well-designed code, and you’re outside of those limits. Writing prompts for any significant software system isn’t trivial; the prompts can be very lengthy, and it takes several tries to get them right. But that doesn’t solve the problem.

Programming 112

Programming C++ Code Operating System 112

O'Reilly

MARCH 23, 2023

While most of the foundation models people are talking about are LLMs, foundation models aren’t limited to language: a generative art model like Stable Diffusion incorporates the ability to process language, but the ability to generate images belongs to an entirely different branch of AI. Why are we starting by naming all the names?

Google 104

Google Open Source Programming Code 104

O'Reilly

SEPTEMBER 19, 2023

A single document may represent thousands of features. These approaches vary some parameters, run the process a few million times, and give us a nice curve that shows how often the answer is (or, “is not”) close to that $744k. ” (I prefer to call that “ soft numbers ,” but that’s another story.)

Hardware 99

Hardware Storage Big Data Blockchain 99

O'Reilly

MARCH 2, 2020

When a project is going off track because some requirement wasn’t understood properly, you need to fix that as soon as possible—not after a year-long development process. The most important is discovering how to work with data science and artificial intelligence projects. But again: value interactions over documentation.

Artificial Intelligence 21

Artificial Intelligence Software Architecture Programming Infrastructure 21

O'Reilly

OCTOBER 18, 2022

System designs can be wrong. In particular, NIST’s SP1270 Towards a Standard for Identifying and Managing Bias in Artificial Intelligence , a resource associated with the draft AI RMF, is extremely useful in bias audits of newer and complex AI systems. Data can be wrong. Predictions can be wrong. But what about the auditors?

Artificial Intelligence 116

Artificial Intelligence Government Healthcare Metrics 116