O'Reilly on Data

MARCH 26, 2024

Copyright was intended to incentivize cultural production: in the era of generative AI, copyright won’t be enough. Copyright was intended to incentivize cultural production: in the era of generative AI, copyright won’t be enough. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se.

Modeling 275

Modeling Machine Learning Risk Advertising 275

CIO Business Intelligence

FEBRUARY 16, 2024

But things have gotten a little more complicated now, as the large-scale roll-out of generative artificial intelligence (GenAI) has introduced the need for a multidisciplinary approach to innovation. According to an EXL Enterprise AI study , 74% of C-level leaders say data silos have been a barrier to enterprise-wide AI implementation.

Strategy 133

Strategy Insurance Digital Transformation Enterprise 133

AWS Big Data

MAY 1, 2024

To achieve data-driven management, we built OneData, a data utilization platform used in the four global AWS Regions, which started operation in April 2022. The platform consists of approximately 370 dashboards, 360 tables registered in the data catalog, and 40 linked systems. In this post, we introduce our OneData initiative.

Dashboards 108

Dashboards Data-driven Publishing Cost-Benefit 108

CIO Business Intelligence

APRIL 11, 2024

But with Amazon Web Services (31%), Microsoft Azure (24%), and Google Cloud Platform (11%) accounting for two thirds of the worldwide market, according to Synergy Research Group, Oracle Cloud Infrastructure (OCI) remains distantly behind the behemoths, leaving many to question whether Oracle’s cloud gains are enough to make it a contender.

Enterprise 124

Enterprise IT Data Processing Strategy 124

CIO Business Intelligence

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). A quick explainer: In AI inferencing , organizations take a LLM that is pretrained to recognize relationships in large datasets and generate new content based on input, such as text or images. Inferencing and… Sherlock Holmes???

Cost-Benefit 130

Cost-Benefit Modeling Strategy Interactive 130

AWS Big Data

APRIL 18, 2024

is a cloud-based customer relationship management (CRM) software company building artificial intelligence (AI)-powered business applications that allow businesses to connect with their customers in new and personalized ways. The platform ingests log files in JSON, text, and Common Event Format (CEF) formats.

Optimization 83

Optimization Data Lake Management Key Performance Indicator 83

CIO Business Intelligence

MAY 2, 2024

These include the accelerating transition to cloud platforms, the growth of hybrid and remote work models, and the rapid adoption of artificial intelligence (AI) and machine learning (ML) technologies across every industry. Scaling network and compute infrastructure is essential, alongside high-speed, low-latency connections.

Data-driven 75

Data-driven Optimization Machine Learning Modeling 75

IBM Big Data Hub

MARCH 14, 2024

This is exacerbated by the increasing challenges of platform scaling, skilling, cybersecurity and the explosion of data volumes. Businesses aiming to derive value from business outcomes through their cloud investments and harness the potential of artificial intelligence (AI) must adopt an intentional approach.

ROI 74

ROI Business Objectives Cost-Benefit Enterprise 74

DataRobot Blog

DECEMBER 6, 2022

Savvy data scientists are already applying artificial intelligence and machine learning to accelerate the scope and scale of data-driven decisions in strategic organizations. Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

CIO Business Intelligence

APRIL 24, 2024

But the partnership seeks to go beyond Cognizant’s internal use, with Microsoft and Cognizant teaming up to promote generative AI use across Cognizant’s global client base through the advisory and digital transformation services arm of Cognizant’s business.

Enterprise 121

Enterprise Digital Transformation Consulting Risk 121

CIO Business Intelligence

APRIL 18, 2024

When it comes to cloud native application platforms, we’re at an important evolutionary point: will the best practice for platforms be to build or to buy? Should you choose the components you need for a platform and integrate them together, or should you buy a pre-integrated platform? All apps need a platform to run.

Cost-Benefit 93

Cost-Benefit Software Recreation/Entertainment Insurance 93

CIO Business Intelligence

DECEMBER 28, 2023

While 2023 brought on many changes to IT departments around the world, by far the biggest surprise was generative AI. Many technology leaders already worked with AI for over a decade for things like predictive maintenance and supply chain planning. Suddenly, for the first time, the power of AI was accessible to non-technologists.

IT 126

IT Manufacturing Machine Learning IoT 126

CIO Business Intelligence

SEPTEMBER 26, 2023

Companies are now recognizing the work ahead of them to get their data, people, and processes ready to capitalize on gen AI’s potential. So leaders will need to radically re-think how work gets done. Critical to getting this right is understanding and linking gen AI and innovation to enterprise success. So, what can CIOs do now?

Enterprise 135

Enterprise Modeling Strategy Testing 135

CIO Business Intelligence

FEBRUARY 8, 2024

Blending a historic technical knowledge base of more than 59+ million questions and answers with a global platform to connect with and learn from peers and experts, Stack Overflow is the workspace developers and technologists use to stay at the cutting edge. As technology evolves, individuals and the community collaborate to keep pace.

Cost-Benefit 115

Cost-Benefit Experimentation Interactive Risk 115

CIO Business Intelligence

DECEMBER 17, 2023

Customers call in droves (it’s not uncommon to see call volumes increase by as much as 41% between Thanksgiving and Cyber Monday alone), all expecting smooth and satisfying service regardless of how many others are behind them in the queue. There are several ways AI can be integrated to help agents do what they do best.

Management 128

Management Cost-Benefit Interactive Optimization 128

CIO Business Intelligence

OCTOBER 30, 2023

Artificial intelligence (AI) is reshaping our world. CIOs are responsible for much more than IT infrastructure; they must drive the adoption of innovative technology and partner closely with their data scientists and engineers to make AI a reality–all while keeping costs down and being cyber-resilient. And it’s getting bigger.

Unstructured Data 141

Unstructured Data Optimization Data-driven Strategy 141

CIO Business Intelligence

MARCH 12, 2024

Oracle’s latest financial report boasts substantial increases in revenue, net income, and earnings per share, largely thanks to cloud sales, which the company was quick to credit to the rise of AI. But, Newmark said, it’s difficult to square Oracle’s hyping up of its AI credentials from the reality. “No

Reporting 94

Reporting Sales Strategy Enterprise 94

CIO Business Intelligence

APRIL 17, 2024

Salesforce’s reported bid to acquire enterprise data management vendor Informatica could mean consolidation for the integration platform-as-a-service (iPaaS) market and a new revenue stream for Salesforce, according to analysts. Informatica offers similar services via its Intelligent Data Management Cloud (IDMC) platform.

Cost-Benefit 127

Cost-Benefit B2B Marketing Enterprise 127

CIO Business Intelligence

OCTOBER 1, 2022

In summer 2022, P&G sealed a multiyear partnership with Microsoft to transform P&G’s digital manufacturing platform. In summer 2022, P&G sealed a multiyear partnership with Microsoft to transform P&G’s digital manufacturing platform. Smart manufacturing at scale. Smart manufacturing at scale is a challenge.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

CIO Business Intelligence

OCTOBER 6, 2023

That’s why SaaS giant Salesforce, in migrating its entire data center from CentOS to Red Hat Enterprise Linux, has turned to generative AI — not only to help with the migration but to drive the real-time automation of this new infrastructure. This is going to change how infrastructure is managed.” Now, these tasks are handled by AI.

IT 139

IT Enterprise Sales Management 139

CIO Business Intelligence

SEPTEMBER 19, 2023

Organizations all around the globe are implementing AI in a variety of ways to streamline processes, optimize costs, prevent human error, assist customers, manage IT systems, and alleviate repetitive tasks, among other uses. And with the rise of generative AI, artificial intelligence use cases in the enterprise will only expand.

Enterprise 141

Enterprise Cost-Benefit Optimization Deep Learning 141

IBM Big Data Hub

APRIL 10, 2024

Where and how these applications are deployed will impact time to market and value realization. The effect has increased exponentially with the advent of AI, ML, Hybrid Cloud, DevSecOps and there are more advances coming. How quickly can features be introduced into the market (from concept to production) and beat the competition?

Cost-Benefit 95

Cost-Benefit Software Risk Marketing 95

CIO Business Intelligence

APRIL 16, 2024

While warp speed is a fictional concept, it’s an apt way to describe what generative AI (GenAI) and large language models (LLMs) are doing to exponentially accelerate Industry 4.0. I am fascinated and passionate about helping manufacturers leverage Gen AI-fueled edge deployments that break through legacy Industry 4.0 Captain James T.

Manufacturing 141

Manufacturing Digital Transformation Risk Dashboards 141

CIO Business Intelligence

MARCH 18, 2024

SAP and Nvidia announced an expanded partnership today with an eye to deliver the accelerated computing that customers need in order to adopt large language models (LLMs) and generative AI at scale. Joule already has the power to answer simple questions, like, “How many vacation days do I have left?”

Digital Transformation 103

Digital Transformation Optimization Modeling Enterprise 103

CIO Business Intelligence

APRIL 12, 2023

He had been trying to gather new data insights but was frustrated at how long it was taking. Real-time AI involves processing data for making decisions within a given time frame. All of this needs to work cohesively in a real-time ecosystem and support the speed and scale necessary to realize the business benefits of real-time AI.

Machine Learning 138

Machine Learning Cost-Benefit Data-driven Strategy 138

IBM Big Data Hub

FEBRUARY 13, 2024

Remember how cool it felt when you first held a smartphone in your hand? Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Demystifying generative AI At the heart of Generative AI lie massive databases of texts, images, code and other data types.

Enterprise 122

Enterprise Modeling Testing Data-driven 122

Cloudera

APRIL 2, 2024

Moreover, as emerging technologies like generative AI proliferate across Federal use cases, the need for trusted data that is secure, governed and ready for AI has never been more acute. Purpose Built for Security Here at Cloudera, we focus on ensuring that our platform meets the highest standards of security and regulatory compliance.

Metadata 95

Metadata Measurement Management Enterprise 95

CIO Business Intelligence

NOVEMBER 1, 2023

Most CIOs have begun exploring generative AI to make sure they stay relevant. 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. A boost to traditional AI While generative AI is new, AI is not.

Enterprise 123

Enterprise Digital Transformation Modeling Interactive 123

IBM Big Data Hub

APRIL 5, 2024

Enterprises are increasingly turning to generative artificial intelligence (gen AI) to drive operational efficiencies, accelerate business decisions and foster growth. We believe that the convergence of both HPC and artificial intelligence (AI) is key for enterprises to remain competitive.

Manufacturing 69

Manufacturing Testing Enterprise Modeling 69

DataRobot Blog

SEPTEMBER 1, 2022

The latest McKinsey Global Survey on AI proves that AI adoption continues to grow and that the benefits remain significant. At the same time, AI remains complex and out of reach for many. Operational Efficiency with AI Inside. To prevent delays in productionalizing AI , many organizations invest in MLOps.

Metrics 145

Metrics Statistics Modeling Data Science 145

CIO Business Intelligence

MARCH 13, 2023

As Michael Dell predicts , “Building systems that are built for AI first is really inevitable.” As a current example, consider ChatGPT by OpenAI, an AI research and deployment company. But how good can it be? Read the result below: (From ChatGPT, by OpenAI : an AI research and deployment company.)

Technology 144

Technology Machine Learning Data-driven Testing 144

CIO Business Intelligence

JANUARY 12, 2024

CIO Middle East discuss with Muath AlHomoud, Director of Cybersecurity about how organisations should learn from the hacking activities performed on them so they can implement more effective cyber defences and plan against similar or more sophisticated attacks. From a cybersecurity perspective, how has 2023 been?

IoT 118

IoT Internet of Things Testing Technology 118

Dataiku

MARCH 25, 2024

Picture this : You’re scrolling through your favorite social media platform, and you come across a stunning image of a picturesque landscape. This scenario is not science fiction but a glimpse into the capabilities of Multimodal Large Language Models (M-LLMs), where the convergence of various modalities extends the landscape of AI.

Visualization 132

Visualization Modeling Experimentation Testing 132

CIO Business Intelligence

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

Software 130

Software Experimentation Testing Cost-Benefit 130

IBM Big Data Hub

OCTOBER 2, 2023

Ovum Health’s platform provides medical software, clinical decision support, advanced lab testing and analytics to deliver a personalized approach to a healthy pregnancy. IBM helped Ovum embed watsonx Assistant in their website and mobile application, called FertilityAnswers Bot.

Insurance 91

Insurance ROI Interactive Testing 91

CIO Business Intelligence

FEBRUARY 14, 2023

Titanium Intelligent Solutions, a global SaaS IoT organization, even saved one customer over 15% in energy costs across 50 distribution centers , thanks in large part to AI. Here, I’ll focus on why these three elements and capabilities are fundamental building blocks of a data ecosystem that can support real-time AI.

Data Strategy 113

Data Strategy Strategy Machine Learning Data-driven 113

Cloudera

MARCH 26, 2024

The ongoing progress in Artificial Intelligence is constantly expanding the realms of possibility, revolutionizing industries and societies on a global scale. Today, 44% of organizations are experimenting with generative AI, with 10% having already implemented it in operational settings. How much is all this really going to cost?

Cost-Benefit 78

Cost-Benefit Machine Learning Enterprise Modeling 78