CIO

DECEMBER 9, 2024

Large language models (LLMs) are very good at spotting patterns in data of all types, and then creating artefacts in response to user prompts that match these patterns. This year saw the initial hype and excitement over AI settle down with more realistic expectations taking hold. But this isnt intelligence in any human sense.

Enterprise 174

Enterprise Artificial Inteligence Off-The-Shelf Knowledge Base 174

CIO

JANUARY 8, 2025

The reasons include higher than expected costs, but also performance and latency issues; security, data privacy, and compliance concerns; and regional digital sovereignty regulations that affect where data can be located, transported, and processed. Increasingly, however, CIOs are reviewing and rationalizing those investments.

Cloud 209

Cloud Technical Review Systems Review Budget 209

TechCrunch

AUGUST 25, 2021

It makes sense as banks and insurance companies gather a ton of data and know a lot of information about their customers. They could use that data to train new models and roll out machine learning applications. They have developed their own models and they can see that their models work well when they run them on past data.

Artificial Inteligence 362

Artificial Inteligence Machine Learning Industry Artificial Intelligence 362

Trigent

FEBRUARY 14, 2022

Here’s all that you need to make an informed choice on off the shelf vs custom software. While doing so, they have two choices – to buy a ready-made off-the-shelf solution created for the mass market or get a custom software designed and developed to serve their specific needs and requirements.

Off-The-Shelf 81

Off-The-Shelf Software Review Software Artificial Inteligence 81

OTS Solutions

JANUARY 10, 2020

It’s a technology that utilizes RPA tools to carry out actions such as data modification, transaction processing, and computer communications, just to name a few. If workers are not trained, a business won’t be able to harness the benefits of this technology. However, any chosen RPA solution has obstacles to conquer.

Off-The-Shelf 44

Off-The-Shelf Budget Technical Review Systems Review 44

DevOps.com

FEBRUARY 25, 2021

25, 2021 — Appen Limited (ASX:APX), the leading provider of high-quality training data for organizations that build effective AI systems at scale, today announced new off-the-shelf (OTS) datasets. The post New Off-the-Shelf (OTS) Datasets from Appen Accelerate AI Deployment appeared first on DevOps.com.

Off-The-Shelf 73

Off-The-Shelf Training System Organization 73

TechCrunch

OCTOBER 6, 2022

The trio had the idea to use drones to gather data — specifically data in warehouses, such as the number of items on a shelf and the locations of particular pallets. Arora co-founded Gather AI in 2019 with Daniel Maturana and Geetesh Dubey, graduate students at Carnegie Mellon’s Robotics Institute.

Off-The-Shelf 221

Off-The-Shelf Hardware Machine Learning Artificial Inteligence 221

TechCrunch

AUGUST 8, 2023

Last month, Google’s DeepMind robotics team showed off its own impressive work, in the form of RT-2 (Robotic Transformer 2). Passive learning in this instance is teaching a system to perform a task by showing it videos or training it on the aforementioned datasets. The past year, we’ve seen a large number of fascinating studies.

Off-The-Shelf 221

Off-The-Shelf Hardware Internet Video 221

TechCrunch

SEPTEMBER 6, 2021

million (~$6.1M) funding round off the back of increased demand for its computer vision training platform. “Our custom training user interface is very simple to work with, and requires no prior technical knowledge on any level,” claims Appu Shaji, CEO and chief scientist. . Berlin-based Mobius Labs has closed a €5.2

Artificial Inteligence 230

Artificial Inteligence Off-The-Shelf Machine Learning Training 230

CIO

SEPTEMBER 12, 2022

The chief information and digital officer for the transportation agency moved the stack in his data centers to a best-of-breed multicloud platform approach and has been on a mission to squeeze as much data out of that platform as possible to create the best possible business outcomes. Data engine on wheels’. NJ Transit.

Data Engineering 174

Data Engineering Engineering Data Transportation 174

TechCrunch

MAY 10, 2022

Data science teams are stymied by disorganization at their companies, impacting efforts to deploy timely AI and analytics projects. In a recent survey of “data executives” at U.S.-based ” The market for synthetic data is bigger than you think. These are ultimately organizational challenges.

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

TechCrunch

APRIL 21, 2022

For years grocery retailers have been using data driven forecasting to help them predict demand to figure out which products to reorder to keep shelves stocked. That’s nothing new. revenue boost. ” “And because that is the opinion … until now, for the most part, retailers have just relied upon people to do this part.”

Retail 219

Retail Off-The-Shelf Artificial Inteligence Machine Learning 219

CIO

AUGUST 9, 2024

Generative AI gives organizations the unique ability to glean fresh insights from existing data and produce results that go beyond the original input. Companies eager to harness these benefits can leverage ready-made, budget-friendly models and customize them with proprietary business data to quickly tap into the power of AI.

Generative AI 210

Generative AI Off-The-Shelf Artificial Inteligence Guidelines 210

CIO

JANUARY 25, 2024

Among their biggest concerns: exposing intellectual property through publicly available generative AI models, revealing the personal data of users to third-party vendors or service providers, and securing the AI itself from criminal hackers. This type of AI assistant can be delivered through a pre-built, off-the-shelf AI solution.

Generative AI 164

Generative AI Off-The-Shelf Strategy How To 164

Erik Bernhardsson

DECEMBER 15, 2020

Just some examples from things I've worked on or close to: Spotify built a whole P2P architecture in C++ in order to distribute streaming music to listeners, something which today is a trivial problem (put the data on a CDN). It's a popular attitude among developers to rant about our tools and how broken things are.

Software Engineering 325

Software Engineering Engineering Tools Software 325

O'Reilly Media - Data

MARCH 22, 2018

Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., There is also a trade off in balancing a model’s interpretability and its performance.

Off-The-Shelf 177

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 177

TechCrunch

NOVEMBER 3, 2020

Online education tools continue to see a surge of interest boosted by major changes in work and learning practices in the midst of a global health pandemic. The funding will be used to continue investing in its platform to target more business customers. Now it’s time to build out a sales team to go after them.”

Education 295

Education Enterprise Artificial Inteligence Off-The-Shelf 295

TechCrunch

SEPTEMBER 22, 2021

Instead, human cells being used now in these clinical trials are mostly being made by hand by scientists who are looking at cells and evaluating — using their many years of training and expertise — which cells are low quality and need to be removed. — could eventually democratize access to cell therapies.

Machine Learning 220

Machine Learning Artificial Inteligence Off-The-Shelf Biotech 220

CIO

MAY 24, 2024

The pro-code platform empowers responsible generative AI development, including the development of copilots, to support complex applications and tasks like content generation, data analysis, project management, automation of routine tasks, and more,” Jyoti said. At least that’s what analysts say. Azure AI Studio is a key component.

Off-The-Shelf 167

Off-The-Shelf Azure Generative AI Artificial Inteligence 167

CIO

JANUARY 9, 2024

Many organizations know that commercially available, “off-the-shelf” generative AI models don’t work well in enterprise settings because of significant data access and security risks. Lesson 1: Don’t start from scratch to train your LLM model Massive amounts of data and computational resources are needed to train an LLM.

Artificial Inteligence 179

Artificial Inteligence Enterprise Generative AI Technical Review 179

CIO

SEPTEMBER 2, 2022

As an extension of the country’s Vision 2030, the Saudi Data and AI Authority (SDAIA) was established in 2019, followed by the release of the National Strategy for Data and AI in 2020. These are vision, people, process, technology, and data readiness. over the 2021–2025 period.

Artificial Intelligence 148

Artificial Intelligence Artificial Inteligence Off-The-Shelf Survey 148

CIO

SEPTEMBER 2, 2022

As an extension of the country’s Vision 2030, the Saudi Data and AI Authority (SDAIA) was established in 2019, followed by the release of the National Strategy for Data and AI in 2020. These are vision, people, process, technology, and data readiness. over the 2021–2025 period.

Artificial Intelligence 148

Artificial Intelligence Artificial Inteligence Off-The-Shelf Survey 148

CIO

DECEMBER 7, 2023

Second, the leaders in the generative AI arms race will be those who are able to get their data organized and accessible quickly. The challenge now, of course, is separating the hype from reality to move forward on a path that makes sense for real businesses. Where will the biggest transformation occur first?

Artificial Inteligence 134

Artificial Inteligence Off-The-Shelf Generative AI Artificial Intelligence 134

O'Reilly Media - Ideas

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. Why: Data Makes It Different. The new category is often called MLOps. The new category is often called MLOps. However, the concept is quite abstract.

DevOps 145

DevOps Data Software Review Technical Advisors 145

CIO

JANUARY 5, 2023

Many customers find the sweet spot in combining them with similar low code/no code tools for data integration and management to quickly automate standard tasks, and experiment with new services. So there’s a lot in the plus column, but there are reasons to be cautious, too. It’s for speed to market,” says CTO Vikram Ramani.

Software Review 195

Software Review Tools Off-The-Shelf Technical Review 195

O'Reilly Media - Ideas

JANUARY 8, 2019

From infrastructure to tools to training, Ben Lorica looks at what’s ahead for data. Whether you’re a business leader or a practitioner, here are key data trends to watch and explore in the months ahead. Increasing focus on building data culture, organization, and training. Cloud for data infrastructure.

Trends 108

Trends Data Machine Learning Artificial Inteligence 108

CIO

JANUARY 23, 2023

As OpenAI’s exclusive cloud provider it will see additional revenue for its Azure services, as one of OpenAI’s biggest costs is providing the computing capacity to train and run its AI models. Microsoft stands to benefit from its investment in three ways. The deal, announced by OpenAI and Microsoft on Jan.

Enterprise 197

Enterprise ChatGPT Technical Advisors Artificial Inteligence 197

CIO

JULY 12, 2024

Over the years, they’ve created a virtual make-up try-on tool using augmented reality, played around with intelligent mirrors, and used AI to build their personalization engine, which intelligently mines customer data to give product recommendations. The goal is to experiment quickly and identify solutions that appeal to customers.

Off-The-Shelf 187

Off-The-Shelf ChatGPT Innovation Testing 187

CIO

JULY 8, 2024

With AI, quote turnaround can go from 12 hours to 20 minutes , training time drops by 90%, and sales productivity goes through the roof. This goes beyond the lift and shift integration of data from the legacy system to the new platform. This goes beyond the lift and shift integration of data from the legacy system to the new platform.

Artificial Inteligence 158

Artificial Inteligence Artificial Intelligence Off-The-Shelf Machine Learning 158

TechCrunch

AUGUST 27, 2021

But unlike Amazon Go stores, which use cameras and sensors to monitor the shopper as they walk in and out without scanning or paying at checkout, this New Zealand-based company thinks the only images that should be captured and analyzed are those of products going into a shopping cart. Chomley says Imagr has raised a total of $12.5

Technical Review 215

Technical Review Retail Hardware Off-The-Shelf 215

CIO

APRIL 1, 2024

However, CIOs looking for computing power needed to train AIs for specific uses, or to run huge AI projects will likely see value in the Blackwell project. They basically have a comprehensive solution from the chip all the way to data centers at this point,” he says. Thus, the need for Blackwell should be strong.”

Hardware 148

Hardware Artificial Inteligence Off-The-Shelf Generative AI 148

CIO

AUGUST 7, 2023

Examples include GitHub Copilot, an off-the-shelf solution to generate code, or Adobe Firefly, which assists designers with image generation and editing. It does not allow for integration of proprietary data and offers the fewest privacy and IP protections. There are two common approaches for Shapers.

Generative AI 147

Generative AI Off-The-Shelf Architecture Infrastructure 147

CIO

JULY 24, 2024

Large language models (LLMs) are hard to beat when it comes to instantly parsing reams of publicly available data to generate responses to general knowledge queries. Moreover, challenges around data privacy and recognition of intellectual property often require a level of transparency that simply does not exist in many off-the-shelf models.

Artificial Inteligence 113

Artificial Inteligence Off-The-Shelf Insurance How To 113

O'Reilly Media - Ideas

MARCH 11, 2025

The surprise wasnt so much that DeepSeek managed to build a good modelalthough, at least in the United States, many technologists havent taken seriously the abilities of Chinas technology sectorbut the estimate that the training cost for R1 was only about $5 million. Thats roughly 1/10th what it cost to train OpenAIs most recent models.

Data Center 63

Data Center Training Off-The-Shelf Artificial Inteligence 63

CIO

APRIL 4, 2024

We don’t want to just go off to the next shiny object,” she says. “We Leveraging expertise at software developer Palantir Technologies, Redmond’s team developed a model that consolidated and cleansed the data from those systems, then analyzed it to provide insights — and fairly sophisticated recommendations — to decision makers.

Enterprise 202

Enterprise Technical Review Generative AI Artificial Inteligence 202

TechCrunch

MAY 3, 2022

Valence , a growing teamwork platform, today announced that it raised $25 million in a Series A round led by Insight Partners. Co-founder and CEO Parker Mitchell said that the tranche will be used to triple the size of the company’s team to 75, expand its sales footprint (particularly in Europe), and build out Valence’s product team.

Technical Review 213

Technical Review Performance Software Review Systems Review 213

Netflix Tech

DECEMBER 3, 2019

Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding. Data scientists at Netflix relish our culture that empowers them to work autonomously and use their judgment to solve problems independently. How could we improve the quality of life for data scientists?

Open Source 95

Open Source Data Machine Learning Artificial Inteligence 95