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 258

Artificial Inteligence Enterprise Generative AI Technical Review 258

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

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

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 315

Enterprise Generative AI Technical Review Artificial Inteligence 315

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 202

Generative AI Off-The-Shelf Architecture Infrastructure 202

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

CIO

JANUARY 12, 2023

Nvidia isn’t packaging these workflows as off-the-shelf applications, however. The cost of training the AI model to recognize these products went beyond the usual spending on computing capacity. “We The workflows are built on Nvidia’s existing AI technology platform.

Retail 189

Retail Software Review Off-The-Shelf Software 189

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 328

Enterprise ChatGPT Technical Advisors Generative AI 328

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

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 299

Software Review Tools Off-The-Shelf Technical Review 299

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

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

JULY 14, 2023

CIOs want to take advantage of this but on their terms—and their own data. In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data.

Generative AI 209

Generative AI Artificial Inteligence Open Source ChatGPT 209

TechCrunch

APRIL 20, 2023

For one, the platform taps AI to recognize “malicious intent,” trained on a data set of millions of real-world ransomware events. Following the Colonial Pipeline incident in 2021, Jon Miller and Ryan Smith wondered why, with the widespread adoption of security tools, ransomware was still growing exponentially.

Off-The-Shelf 221

Off-The-Shelf Survey Banking Malware 221

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

The Crazy Programmer

FEBRUARY 3, 2024

Artificial intelligence, mHealth apps, wearables, blockchain, remote patient monitoring, and advanced data analytics are just some of the latest technologies making their mark by Empeek’s team opinion. Generic off-the-shelf software often falls short of meeting specialized workflow needs. Let’s explore it.

Healthcare 130

Healthcare Software Off-The-Shelf Compliance 130

Cloudera

SEPTEMBER 7, 2023

Given the complexity of the datasets used to train AI systems, and factoring in the known tendency of generative AI systems to invent non-factual information, this is no small task. It’s the most revolutionary technological development in at least a generation. But it’s also fraught with risk.

Insurance 83

Insurance Artificial Inteligence Data Systems Review 83

CIO

AUGUST 24, 2022

Earning even one VMware Master Services Competency is difficult – comdivision earned Master Service Competencies in Cloud Management and Automation, Cloud-Native Apps, Data Center Virtualization, Digital Workspace, Network Virtualization, VMware Cloud on AWS, VMware Cloud Foundation, and Software-Defined Wide Area Network, (SD-WAN).

Off-The-Shelf 203

Off-The-Shelf WAN Data Center Cloud 203

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 92

Open Source Data Machine Learning Artificial Inteligence 92

CIO

JUNE 15, 2023

So she needs to keep tabs on the spectacular rise of artificial intelligence (AI) and its use cases, while also monitoring developments across topics that have been around for years, like big data, RFID and cybersecurity. It’s the basic, non-sexy ‘just has to happen’ kind of stuff,” she says.

Off-The-Shelf 220

Off-The-Shelf Artificial Intelligence Artificial Inteligence eCommerce 220

CIO

NOVEMBER 27, 2023

It seems to be an increasing worry — worry over whether the enterprise is secure and its data is protected, because everything else falls to the wayside if that’s not taken care of first,” says John Buccola, CTO of E78 Partners, which provides consulting and managed services in finance technology and other professional areas. “It

Fractional CTO 280

Fractional CTO Artificial Inteligence CTO Coach Budget 280

Openxcell

APRIL 3, 2023

A company or firm must stop using off-the-shelf software and leverage custom software development to thrive in this digital age. Unlike off-the-shelf software, customized software considers the client’s unique preferences and requirements. As a result, they benefit from improved momentum and greater efficiency.

Off-The-Shelf 52

Off-The-Shelf Software Software Development Development 52

CIO

APRIL 14, 2023

Faced with a long-running shortage of experienced professional developers, enterprise IT leaders have been exploring fresh ways of unlocking software development talent by training up non-IT staff and deploying tools that enable even business users to build or customize applications to suit their needs.

Technical Advisors 244

Technical Advisors CTO Coach Off-The-Shelf Software Development 244

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 87

Trends Data Machine Learning Artificial Inteligence 87

CIO

APRIL 27, 2023

If we know, for example, that a guest always takes the onions off their order, then if they forget, we know to ask about it. For years we contemplated doing a digital order pickup in the drive-thru, but thought, we can’t train the consumer to do it. What follows is that conversation, edited for length and clarity.

Off-The-Shelf 130

Off-The-Shelf Leadership Real Estate KPI 130

Netflix Tech

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

System 90

System Machine Learning Artificial Inteligence Training 90

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

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 Software Review Performance Systems Review 213

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

Openxcell

JULY 24, 2023

The software, unlike off-the-shelf software, caters to a specific company’s problems and aims to resolve them. Also, clients get to use only the features they require and not extra features that they may never use in purchased, off-the-shelf software. This makes it more susceptible to virus attacks and data breaches.

Software Review 52

Software Review Off-The-Shelf Software Technical Review 52

Xebia

JULY 4, 2022

These devices live at “the edge”, a collective term for anywhere from a factory, train tracks, or someone’s home. Both will send messages to the platform, and when these messages are received, they are transformed, analysed, and visualised to extract insights from the data. There needs to be a robust messaging system in place.

IoT 130

IoT Azure Off-The-Shelf Artificial Intelligence 130

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 304

Software Engineering Engineering Tools Software 304

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 117

Off-The-Shelf Machine Learning Artificial Inteligence Weak Development Team 117

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 53

Open Source Data Machine Learning Artificial Inteligence 53

CIO

MARCH 13, 2024

Altrettanto importante (e forse più trascurata) è la questione dei big data che servono per addestrare i modelli e il costo connesso. Ci sono regole da seguire per il training e ci sono modelli migliori di altri”, precisa Laveglia. Tuttavia, in generale, se l’IA ha lavorato sui big data è difficile che il risultato non sia affidabile”.

Artificial Inteligence 245

Artificial Inteligence Machine Learning Software Review CTO Coach 245

Altexsoft

JUNE 7, 2019

If your company is among them, you will need to label massive amounts of text, images, and/or videos to create production-grade training data for your machine learning (ML) models. After a decade of providing skilled CloudWorkers for data labeling, we know it’s a progressive process. Each data type brings workforce challenges.

Tools 88

Tools Data Technical Review Open Source 88

Altexsoft

AUGUST 9, 2023

It achieves this by gathering, structuring, and distributing detailed travel product data from various sources. .” It has become an integral tool, ensuring the travelers’ comfort and the operations’ cost-effectiveness and efficiency. Corporate travel management comes with its unique set of needs and challenges.

Travel 52

Travel B2B Off-The-Shelf Hotels 52