O'Reilly on Data

SEPTEMBER 12, 2023

RCS was useful, but didn’t do everything we needed it to; SVN was better; Git does just about everything you could want, but at an enormous cost in complexity. We’re seeing more code that’s written (at least in first draft) by generative AI tools, such as GitHub Copilot, ChatGPT (especially with Code Interpreter), and Google Codey.

Software 306

Software Management Modeling Metrics 306

CIO Business Intelligence

JANUARY 22, 2024

As enterprises become more data-driven, the old computing adage garbage in, garbage out (GIGO) has never been truer. The application of AI to many business processes will only accelerate the need to ensure the veracity and timeliness of the data used, whether generated internally or sourced externally.

Data Strategy 128

Data Strategy Strategy Data-driven Enterprise 128

CIO Business Intelligence

JULY 3, 2023

For the last 30 years, the dream of being able to collect, manage and make use of the collected knowledge assets of an organization has never been truly realized. Less is More OpenAI’s ChatGPT and Dall-E 2 generative AI (GenAI) models have revolutionized how we think about AI and what it can do. billion in funding rounds.

Management 105

Management Experimentation Modeling Enterprise 105

CIO Business Intelligence

APRIL 17, 2024

The retail industry has no shortage of cases on display where generative AI has shown tangible benefits. Take for example French multinational Carrefour, who used it to make digital avatars and videos. A chief commercial officer of a clothing company learned to use Midjourney to create images of new clothing products.

Enterprise 121

Enterprise Testing Digital Transformation Software 121

CIO Business Intelligence

MARCH 7, 2023

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway.

Enterprise 115

Enterprise IT Experimentation Unstructured Data 115

CIO Business Intelligence

SEPTEMBER 21, 2023

AI is now a board-level priority Last year, AI consisted of point solutions and niche applications that used ML to predict behaviors, find patterns, and spot anomalies in carefully curated data sets. With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.” Everyone wants it.

Enterprise 129

Enterprise Consulting Modeling Cost-Benefit 129

CIO Business Intelligence

DECEMBER 20, 2023

It’s a natural conclusion to come to: Even for those of us who don’t work with emerging technologies day to day, the speed at which headlines come out means it’s been almost impossible to avoid conversations and debates about the rise of generative AI. Where ChatGPT got the edge was its ability to answer queries beyond my original question.

Technology 110

Technology Strategy Testing Software 110

CIO Business Intelligence

JANUARY 25, 2024

Enterprise spending on consumer-facing generative AI tools will grow from $40 billion in 2023 to $1.3 Nearly half of doctors believe that ChatGPT is a valuable tool now, and 77% believe that chatbots will be able to treat patients safely within five to 10 years, according to a March 2023 survey by Software Advice.

Insurance 103

Insurance Interactive Marketing Publishing 103

CIO Business Intelligence

JUNE 23, 2023

In today’s world, as technology changes at lightning speed, a low-code/no-code platform provides the critical foundation enterprises need to quickly adapt to modern technology, paving the way for future growth. Use case examples of opportunity include: 1. ChatGPT can quickly provide details on current workflows.

Digital Transformation 101

Digital Transformation Metrics Technology Enterprise 101

CIO Business Intelligence

DECEMBER 28, 2023

But even CIOs who had solid experience with AI were surprised by how fast ChatGPT was adopted. For Neal Sample, CIO of Walgreens Boots Alliance, he and his team were ready for the textual revolution signaled by ChatGPT and other LLMs. It was easy to identify use cases, says Sample.

IT 126

IT Manufacturing Machine Learning IoT 126

Ontotext

MARCH 1, 2023

ChatGPT, a huge language model developed by OpenAI , has revolutionized the area of natural language generation by its ability to generate human-like text. One of the limitations of ChatGPT is its lack of understanding of the context and background knowledge of the text it generates.

Modeling 105

Modeling Machine Learning Enterprise IT 105

CIO Business Intelligence

JULY 31, 2023

The adoption curve here is by no means gradual, with most enterprise leaders quickly working to harness the technology’s potential mere months after the November 2022 launch of gen AI tool ChatGPT kicked off a wave of enthusiasm (and worry). So, what are the concerns that will complicate the enterprise gen AI playbook?

Strategy 97

Strategy Risk Enterprise Risk Management 97

CIO Business Intelligence

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. OpenAI’s late August announcement of the release of ChatGPT Enterprise based on GPT-4 included note of its use by Estée Lauder Cos.,

Risk 138

Risk Manufacturing Enterprise Technology 138

CIO Business Intelligence

DECEMBER 18, 2023

This year, GenAI and Large Language Models, such as ChatGPT, are positioned as vectors of change. GenAI created tremendous interest, and is giving a boost to enterprise AI strategies, and promises to enable many business outcomes. Sustainability emerged as a key C-suite priority, on the back of greater governmental focus.

Cost-Benefit 95

Cost-Benefit Risk Strategy Manufacturing 95

CIO Business Intelligence

MARCH 13, 2024

According to a research report IDC released in November, based on a survey of over 2,100 business leaders and decision makers with responsibility for AI transformation, 71% of companies already using AI are seeing returns on their AI investments within 14 months, averaging $3.50 for every $1 spent. We did side-by-side testing,” he says.

IT 127

IT Consulting Testing Cost-Benefit 127

IBM Big Data Hub

JANUARY 11, 2024

Look behind the scenes of any slick mobile application or commercial interface, and deep beneath the integration and service layers of any major enterprise’s application architecture, you will likely find mainframes running the show. Fortunately, production-oriented AI research was going on for years before ChatGPT arrived.

Digital Transformation 106

Digital Transformation Modeling Deep Learning Visualization 106

CIO Business Intelligence

DECEMBER 26, 2023

The NYSE wisely locates its backup servers in Chicago, hundreds of miles away from Wall Street, to serve as a data redoubt in case a crisis hits lower Manhattan; somewhat less wisely, its daily backup relies on a process whereby employees have to physically turn backup systems on and off at appropriate times.

IT 138

IT Software Reporting Testing 138

CIO Business Intelligence

NOVEMBER 1, 2023

After experimenting with both GitHub copilot and ChatGPT for over six months, I’m amazed by the pace at which generative AI is evolving,” says Yves Caseau, global CIO of Michelin. Albemarle has been using AI as a virtual assistant since the recent pandemic lockdowns. “We But in its current state, it’s just a toolbox.”

Enterprise 123

Enterprise Digital Transformation Modeling Interactive 123

CIO Business Intelligence

MAY 5, 2023

Generative AI such as ChatGPT has of late captured the imagination of business leaders across industries. While enterprise IT orgs by and large are taking a measured approach , some early movers are showing impressive results. In this early use case, the CarMax team employed GPT 3.5’s billion overall.

Digital Transformation 145

Digital Transformation Cost-Benefit Business Driver Data Lake 145

IBM Big Data Hub

APRIL 1, 2024

Generative artificial intelligence (GenAI) can be a powerful tool for driving product innovation, if used in the right ways. We’ll discuss select high-impact product use cases that demonstrate the potential of AI to revolutionize the way we develop, market and deliver products to customers.

Predictive Analytics 82

Predictive Analytics Sales Enterprise Predictive Modeling 82

IBM Big Data Hub

FEBRUARY 13, 2024

Tools such as Midjourney and ChatGPT are gaining attention for their capabilities in generating realistic images, video and sophisticated, human-like text, extending the limits of AI’s creative potential. .” Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music.

Enterprise 122

Enterprise Modeling Testing Data-driven 122

CIO Business Intelligence

AUGUST 29, 2023

That’s the current state of AI at Global 2000 enterprises, whose behavior set thus far in the AI space appears to be designed more to avoid embarrassment than to maximize value creation. And that begins with incubating “create value with AI” habits throughout the enterprise. Others don’t want to leave home.

Insurance 102

Insurance Digital Transformation Data Processing Enterprise 102

CIO Business Intelligence

OCTOBER 17, 2023

The frenzy created by the public release of OpenAI’s ChatGPT has triggered an arms race among hyperscalers to differentiate themselves by developing their own large language models (LLMs), building platforms that enable enterprises to create generative AI applications, and integrating generative AI throughout their portfolios of service offerings.

Marketing 144

Marketing IT Cost-Benefit Enterprise 144

CIO Business Intelligence

JANUARY 9, 2024

But they are being grilled in executive suites and boardrooms, as enterprise leaders turn to their technology chiefs with all sorts of challenging questions that CIOs are expected to answer. Which business cases actually need AI? Enterprise investments in AI are paying off — big time. So be prepared.

IT 129

IT Risk Cost-Benefit Enterprise 129

CIO Business Intelligence

JANUARY 9, 2024

That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many We’re using our own databases, testing against our own needs, and building around specific problem sets. million in compute alone 2.

Enterprise 113

Enterprise Experimentation Modeling Data-driven 113

CIO Business Intelligence

SEPTEMBER 29, 2023

All of us have experienced this with ChatGPT – the conversation has shifted completely. With relevant, reliable, and responsible Business AI, we can use this new toolbox to drive innovation, enhance efficiency, and redefine industries. When GenAI is used responsibly, it can improve the lives of all of us.

Machine Learning 127

Machine Learning Finance Strategy Testing 127

CIO Business Intelligence

MAY 13, 2023

Today, any time a new company is pitching its product that uses AI to do ‘X,’ the VC industry asks, “Can’t ChatGPT do that?” What’s incredible about ChatGPT and its offspring is that it brings an accessible level of functionality to the masses. It’s versatile, easy to use, and usually produces solid results.

Risk 135

Risk Marketing Enterprise Technology 135

CIO Business Intelligence

AUGUST 24, 2023

While AI has steadily worked its way into the enterprise and business vernacular over many years, gen AI has not only become an abrupt and immediate force unto itself, but also an overarching AI accelerant. Any of these could potentially put pressure on regulators or legislators to put limits on its use. The risk is too high.”

Uncertainty 98

Uncertainty Risk Testing Enterprise 98

Dataiku

APRIL 24, 2023

We’ve previously covered what large language models (LLMs) are, how large language models work, and how to use LLMs in the enterprise. We’ve also delved a bit into use cases for ChatGPT and LLMs in an enterprise context.

Technology 52

Technology Modeling Enterprise 52

CIO Business Intelligence

MAY 16, 2023

In six short months, ChatGPT propelled artificial intelligence (AI) into the minds and imaginations of the masses more than any other development since the term “AI” was coined in 1956. adult web users surveyed have used one or more generative AI tools. According to research sponsored by techradar.pro, an astonishing 39% of U.S.

Advertising 92

Advertising Recreation/Entertainment Experimentation Enterprise 92

CIO Business Intelligence

APRIL 14, 2023

Here are ways to get a better grasp of what these systems are capable of, and utilize them to construct an effective corporate use policy for your organization. But it doesn’t always work, so don’t forget to test ChatGPT’s output before pasting it somewhere that matters.”

Risk 121

Risk Experimentation Marketing Risk Management 121

CIO Business Intelligence

MARCH 15, 2023

In other cases, MFA includes a biometric step–reading a fingerprint, scanning a face, and the like. For example, ChatGPT is eerily proficient at writing phishing emails–well-targeted at particular individuals and free from typos. A second, more pernicious risk is the fact that ChatGPT can write malware.

Digital Transformation 119

Digital Transformation Risk Risk Management Strategy 119

Dataiku

MAY 18, 2023

With interest and buzz in AI exploding following the launch of ChatGPT late last year, it's a good time to take a pulse. Where are we today when it comes to enterprises adopting AI? In what areas and for what use cases? What is the average organization spending? What ROI are people and teams seeing?

ROI 52

ROI Enterprise IT 52

Jet Global

SEPTEMBER 22, 2023

And now, the proliferation of AI in embedded analytics, like Logi Symphony’s new ChatGPT integration, is revolutionizing the way application teams and users interact with data, increasing efficiency and reducing the technical skills required to generate valuable insights. And ChatGPT is just one AI integration option.

Dashboards 52

Dashboards Data-driven Visualization Interactive 52

CIO Business Intelligence

FEBRUARY 7, 2024

Amazon and Apple, for example, are restricting employee use of ChatGPT, while others, like Ford and Walmart, are giving gen AI tools to their employees, with the goal of sparking employee innovation. They can improve productivity by using AI for the creation of marketing collateral or even finance reconciliation.

KPI 95

KPI Measurement Experimentation Finance 95

CIO Business Intelligence

MARCH 13, 2024

The challenge and conversation shift for me is how to make a safe enterprise solution out of these incredible things where gen AI is creating digital content. I read recently that ChatGPT can create fantastic recipes to cook with, which may or may not make tasty meals. So number one is safety.

Data Quality 99

Data Quality Digital Transformation Enterprise Marketing 99

CIO Business Intelligence

DECEMBER 8, 2023

Barely a year after the release of ChatGPT and other generative AI tools, 75% of surveyed companies have already put them to work, according to a VentureBeat report. The firm admitted that it “failed to believe that a piece of technology could be making up cases out of whole cloth.” In AI parlance, they’re called hallucinations.

Risk 120

Risk Finance Data Quality Modeling 120