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. Is an artist’s style copyrightable, and if so, what does that mean?

Artificial Intelligence 100

Artificial Intelligence Media Google Processing 100

O'Reilly

APRIL 4, 2024

Google raised only $36 million in venture capital on its way to dominance. In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments. OpenAI, for example, has trained not just on publicly available data but reportedly on copyrighted content retrieved from pirate sites.

Artificial Intelligence 61

Artificial Intelligence Open Source Innovation Transportation 61

Scalegrid

JANUARY 12, 2024

Examples include associations with Google Docs, Facebook chat group interactions, streaming live forex market feeds, and managing trading notices. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible! Additionally.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Adrian Cockcroft

NOVEMBER 26, 2023

Google Cloud and Microsoft Azure released Scope 3 data in 2021. I’m expecting an update on their water sustainability program that was announced last year, and a new number for the amount of private purchase agreement (PPA) power that Amazon has under contract. AWS speakers: Wafae Bakkali, Isha Dua

AWS 52

AWS Energy IoT Best Practices 52

O'Reilly

JULY 25, 2023

The inspiration (and title) for it comes from Mike Loukides’ Radar article on Real World Programming with ChatGPT , which shares a similar spirit of digging into the potential and limits of AI tools for more realistic end-to-end programming tasks. Setting the Stage: Who Am I and What Am I Trying to Build?

Programming 98

Programming Code Design Benchmarking 98

Dynatrace

DECEMBER 10, 2020

Company brands are now measured by the “app” and “app experience” and expect every application to be as fast as Google. Traditional monitoring tools don’t scale to dynamic cloud environments, support new technologies, provide distributed tracing nor have an Application Programming Interface (API) to integrate testing and workflow platforms.

Strategy 178

Strategy Performance Logistics Monitoring 178

The Morning Paper

JUNE 6, 2019

This is a high level paper describing Google’s production system for federated learning. Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralized data residing on devices like mobile phones. There’s a good high-level overview of federated learning on Google’s AI blog.

Systems 71

Systems Design Google Servers 71

Percona

NOVEMBER 9, 2023

For some background, Kubernetes was created by Google and is currently maintained by the Cloud Native Computing Foundation (CNCF). Role-Based Access Control (RBAC) : RBAC manages permissions to ensure that only individuals, programs, or processes with the proper authorization can utilize particular resources.

Efficiency 104

Efficiency Cloud Healthcare Open Source 104

O'Reilly

MAY 25, 2021

GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. Indeed, Google recently announced LaMDA , a model at GPT-3 scale that is designed to participate in conversations. And the final paragraph of section 3.9.4

Social Media 138

Social Media Media Internet Internet 138

Enprowess

MAY 10, 2018

“The field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience” – Tom M. Let’s look at TensorFlow – TensorFlow is an open source software library for machine learning, developed by Google and currently used in many of their projects.

Artificial Intelligence 52

Artificial Intelligence Open Source Google Java 52

ACM Sigarch

APRIL 8, 2019

Not all computer science degree programs offer computer architecture classes to undergrads, and ones that do, may offer it as one of many electives. The program will include the following: Technical sessions that cover past, c urrent and future research directions in computer architecture. Lena Olson is a Software Engineer at Google.

Architecture 74

Architecture Open Source Hardware Software Engineering 74

The Morning Paper

JULY 7, 2019

Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. Models have a provenance tag explaining which data it has been trained on and which version of the model was used. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

O'Reilly

NOVEMBER 12, 2019

That makes sense: with serverless being relatively young, formal training is difficult to find, specific documentation must be generated, and case studies to learn from—while growing—are harder to come by. “Educating current staff” was the No. 1 concern among respondents whose organizations have adopted serverless.

Serverless 87

Serverless Architecture FinTech Infrastructure 87

Tasktop

AUGUST 23, 2021

Even your best developer at Google isn’t going to turn 200 pages of requirements and specs into something useful. We develop to the spec or requirement, leaving it up to the contractor or program office to decide when the need has been met. Those that have survived don’t code from documentation. Most won’t even try.

Software 52

Software Software Development Social Media 52

Adrian Cockcroft

JUNE 21, 2022

I also learned how marketing worked, and began to build my presentation and training skills as I was sent around the world by Sun to teach workshops and speak at events. I still code in R… One role I had for many years was to lead technical training events for the global specialist systems engineers, which we called the Ambassador Program.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Testsigma

JULY 13, 2021

Siri, the voice assistant by Apple and Google Assistant also use this technology. It is common in programs to take a different direction based on the data. Since the tests are written in natural language, it is not mandatory for a tester or anyone from the team to have programming knowledge in order to go through it.

Testing 52

Testing Artificial Intelligence Processing Programming 52

Alex Russell

APRIL 29, 2021

Education, tools, and training all support the premise that supporting more browsers is better ( ceteris paribus ), creating a substantial incentive to grease squeaky wheels. It's possible that Amazon Luna , NVIDIA GeForce Go , Google Stadia , and Microsoft xCloud could have been built years earlier. PowerPoint or Google Slides).

Media 145

Media Games Education Engineering 145

O'Reilly

NOVEMBER 28, 2023

And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. AI users say that AI programming (66%) and data analysis (59%) are the most needed skills. Many AI adopters are still in the early stages.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

Tasktop

JUNE 20, 2019

Tech giants like Microsoft, Amazon, and Google treat their entire software delivery toolchain like a product. Since most businesses are not Microsoft, Amazon or Google, yet most are disrupted by them, they need to build their toolchain from the best commercial and open source products and then architect them for flow.

Development 45

Development DevOps Google Innovation 45

Adrian Cockcroft

JANUARY 20, 2023

However the latest AI/ML optimized GPUs are reducing support for 64bit floating point in favor of 8, 16, and 32bit options that provide better performance for training and inference workloads. Startups like SiPearl and Esperanto are bringing custom chips to market without raising hundreds of millions of dollars.

Architecture 52

Architecture Latency Benchmarking AWS 52

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. Notorious for having led one Google employee to believe that it was sentient. GPT-2, 3, 3.5,

Google 104

Google Open Source Programming Code 104

Strategic Tech

SEPTEMBER 29, 2018

You might think that you need to be Google, Netflix, or ThoughtWorks?—?to especially programming languages. Caveat: it’s highly important that you recognise a senior developer’s job is to train junior members and acknowledge that their productivity will sometimes drop as a result. to be an elite tech company?—?for

Software Engineering 40

Software Engineering Open Source Engineering Java 40

Alex Russell

JANUARY 30, 2024

decoding="async" loading="lazy" /> Google spent more on the SoC for the Pixel 4a and enjoyed a later launch date, boosting performance relative to the A51. Pixels have never sold well, and Google's focus on strong SoC performance per dollar was sadly not replicated across the Android ecosystem, forcing us to use the A51 as our stand-in.

Performance 90

Performance Network Mobile Speed 90

Alex Russell

JUNE 20, 2020

is an open collaboration between Google, Microsoft , Intel , Samsung , and others to safely bring capabilities to the web which native developers have come to expect. 3] Oh, and it should be imperatively programmed with Lisp-in-C's-clothing. multi-tasking & concurrent programming. multi-tasking & concurrent programming.

Hardware 55

Hardware Games Java Media 55

Nick Desaulniers

JANUARY 25, 2015

It’s interesting to see that a lot of graphics programming books seem to follow the format of one author per chapter or at least multiple authors. I was intimately familiar with Emscripten, having been trained by one of its most prolific contributors, Jukka Jylänki. We used a Google Sheet to keep track of the state of reviews.

C++ 43

C++ Google Games Open Source 43

O'Reilly

JANUARY 10, 2023

A quick Google search will show that anxiety about an end to AI funding has continued through the year. And while I haven’t mentioned Google and Facebook, they have demoed equivalents to most of these applications. We started the year with many people talking about an “AI winter.”

Blockchain 99

Blockchain Google Programming Media 99

O'Reilly

OCTOBER 19, 2021

There is a decades-long tradition of data-centric programming : developers who have been using data-centric IDEs, such as RStudio, Matlab, Jupyter Notebooks, or even Excel to model complex real-world phenomena, should find this paradigm familiar. This approach is not novel. Two important trends collide in these lists.

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

High Scalability

JULY 6, 2018

tyingq : This is why AWS and Azure continue to gain market share in cloud, while Google remains relativity stagnant, despite (in many cases) superior technology. Source: 10+ meetings, with different clients, I attended where the Google sales pitch was basically "we are smarter than you, and you will succumb". The Borg approach.

Internet 110

Internet Internet Scalability Google 110

The Netflix TechBlog

OCTOBER 18, 2022

These include ETL pipelines, ML model training workflows, batch jobs, etc. Similarly, ML model training workflows usually consist of tens of thousands of training jobs within a single workflow. A large number of batch workflows run daily to serve various business needs.

Java 202

Java Scalability Traffic Architecture 202

High Scalability

JULY 26, 2018

143 billion : daily words Google Translated; 73% : less face-to-face interaction in open offices; 10 billion : Uber trips; 131M : data breach by Exactis; $123 billion : Facebook value loss is 4 Twitters and 7 snapchats; $9.1B : spent on digital gaming across all platforms; 20-km : width of lake on mars; 1 billion : Google Drive users; $32.7

Internet 124

Internet Internet Scalability Serverless 124

O'Reilly

JULY 20, 2021

Examples include popular home assistants and smart displays like the Amazon Echo, Google Home, Apple HomePod, and many others. In Privacy in Context, Nissenbaum talks about the privacy implications of Google Street View when it places photos of people’s houses on Google Maps. Source: Google Face Match video, [link] ).

Google 121

Google Games Technology Technology 121

O'Reilly

OCTOBER 11, 2022

As a trend, it’s not performing well on Google; it shows little long-term growth, if any, and gets nowhere near as many searches as terms like “Observability” and “Generative Adversarial Networks.” However, growth always ends: nothing grows exponentially forever, not even Facebook and Google. Was it trained using biased, unfair data?

Games 116

Games Healthcare Processing Retail 116

High Scalability

SEPTEMBER 14, 2018

72 : signals sensed from a distant galaxy using AI; 12M : reddit posts per month; 10 trillion : per day Google generated test inputs with 100s of servers for several months using OSS-Fuzz; 200% : growth in Cloud Native technologies used in production; $13 trillion : potential economic impact of AI by 2030; 1.8 They'll love you even more.

Internet 30

Internet Internet Scalability Education 30

Smashing Magazine

NOVEMBER 30, 2021

Drew McLellan: He’s the author of the Vanilla JavaScript Pocket Guide series, creator of the Vanilla JavaScript Academy Training Program and host of the Vanilla JavaScript Podcast. How To Maintain A Large Next.js Application written by Nirmalya Ghosh. 3D CSS Flippy Snaps With React And GreenSock written by Jhey Tompkins. Transcript.

Technology 96

Technology Technology Servers Code 96

High Scalability

NOVEMBER 25, 2019

Egnyte is a secure Content Collaboration and Data Governance platform, founded in 2007 when Google drive wasn't born and AWS S3 was cost-prohibitive. To add elasticity, reliability and durability, these data centers are connected to Google Cloud platform using high speed, secure Google Interconnect network. Google cloud.

Architecture 52

Architecture Cache Azure Storage 52