O'Reilly on Data

JUNE 15, 2023

That was the date when OpenAI released ChatGPT, the day that AI emerged from research labs into an unsuspecting world. Most notably, The Future of Life Institute published an open letter calling for an immediate pause in advanced AI research , asking: “Should we let machines flood our information channels with propaganda and untruth?

Metrics 280

Metrics Reporting Measurement Finance 280

Rocket-Powered Data Science

JULY 21, 2023

When I reviewed highlights from last year’s Splunk.conf22 conference in my summary report at that time, I focused a lot on the Splunk Observability Cloud and its incredible suite of Observability and Monitoring products and services. This reflected my strong interest in observability at that time. Leaders are 7.9x

Machine Learning 190

Machine Learning Metrics Reporting Internet of Things 190

CIO Business Intelligence

APRIL 11, 2024

In the report, Gartner says Oracle differentiates itself from other providers through its enhanced support for Oracle Applications, aggressive IaaS pricing, multicloud services, and variety of distributed and sovereign cloud options. However, in the last two years, OCI has begun to attract more new customers of its own.”

Enterprise 116

Enterprise IT Data Processing Strategy 116

Cloudera

JUNE 29, 2023

To ensure the stability of the US financial system, the implementation of advanced liquidity risk models and stress testing using (MI/AI) could potentially serve as a protective measure. To improve the way they model and manage risk, institutions must modernize their data management and data governance practices.

Data Architecture 84

Data Architecture Risk Management Risk Management 84

O'Reilly on Data

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. In enterprises, we’ve seen everything from wholesale adoption to policies that severely restrict or even forbid the use of generative AI. Our survey focused on how companies use generative AI, what bottlenecks they see in adoption, and what skills gaps need to be addressed.

Enterprise 267

Enterprise Modeling Testing Reporting 267

CIO Business Intelligence

NOVEMBER 27, 2023

That’s not to say they’re looking to ditch their roles or smash machines, as the real Luddites had. Cybersecurity risks This one is no surprise, given the scary statistics on the growing number of cyberattacks, the rate of successful attacks, and the increasingly high consequences of being breached.

IT 109

IT Digital Transformation Reporting Finance 109

IBM Big Data Hub

OCTOBER 16, 2023

Artificial intelligence (AI) adoption is still in its early stages. As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks.

Risk 71

Risk Modeling Management Metadata 71

CIO Business Intelligence

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives. Upon completing the learning modules, you will need to pass a chartered exam to earn the CGAI designation.

Digital Transformation 127

Digital Transformation Machine Learning Software Testing 127

O'Reilly on Data

MAY 18, 2020

All this change could wreak havoc on artificial intelligence (AI) systems. The most common types of AI systems are still only as good as their training data. If there’s no historical data that mirrors our current situation, we can expect our AI systems to falter , if not fail. What is an incident when it comes to an AI system?

Risk 357

Risk Modeling Data Processing Software 357

O'Reilly on Data

JUNE 15, 2023

“Mitigating the risk of extinction from A.I. should be a global priority alongside other societal-scale risks, such as pandemics and nuclear war,” according to a statement signed by more than 350 business and technical leaders, including the developers of today’s most important AI platforms.

Risk 241

Risk Optimization Modeling Reporting 241

CIO Business Intelligence

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows.

Digital Transformation 136

Digital Transformation Unstructured Data Machine Learning Risk Management 136

IBM Big Data Hub

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. All this reduces the risk of a data leak or unauthorized access.

Risk 93

Risk Modeling Cost-Benefit Enterprise 93

CIO Business Intelligence

FEBRUARY 2, 2024

Since the release of ChatGPT in November 2022, generative AI (genAI) has become a high priority for enterprise CEOs and boards of directors. A PwC report, for instance, found that 84% of CIOs expect to use genAI to support a new business model in 2024. The concept of what qualifies as AI changes over time.

Testing 142

Testing Risk Forecasting Data-driven 142

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. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. So then, as it turns out, next-word prediction (and all the sauce on top) can reproduce chunks of training data.

Modeling 271

Modeling Machine Learning Risk Advertising 271

Jet Global

MARCH 13, 2024

Years down the line, that single developer could be the only person on staff who can make changes to the dashboard, and they’re left with the responsibility of maintaining and updating it. Upgrading the library runs the risk of breaking the dashboard. How can you reduce tech debt while staying on schedule?

Risk 52

Risk Dashboards Cost-Benefit Business Intelligence 52

CIO Business Intelligence

JULY 19, 2022

Phishing/pharming, card testing, identity theft, and first-party misuse remain the most prevalent fraud attacks, each affecting more than three in 10 merchants globally, according to 2022 Global Fraud Report , by the Merchants Risk Council, Cybersource, and Verifi. 5] Visa, Just one second: What happens when we pay?

Risk 81

Risk Machine Learning Reporting Modeling 81

CIO Business Intelligence

FEBRUARY 5, 2024

Since the release of ChatGPT in November 2022, generative AI (genAI) has become a high priority for enterprise CEOs and boards of directors. A PwC report, for instance, found that 84% of CIOs expect to use genAI to support a new business model in 2024. The concept of what qualifies as AI changes over time.

Testing 129

Testing Risk Forecasting Data-driven 129

CIO Business Intelligence

MAY 30, 2023

Projects also include the introduction of multifactor authentication; security, orchestration, automation, and response (SOAR); extended detection and response (XTR); and security information and event management (SIEM) software, according to Uzupis, who left his position in spring 2023. 9, with 47% involved in such).

IT 124

IT Risk Optimization Technology 124

CIO Business Intelligence

APRIL 29, 2024

As organizations roll out AI applications and AI-enabled smartphones and devices, IT leaders may need to sell the benefits to employees or risk those investments falling short of business expectations. But 35% also said they felt cautious about AI, 26% skeptical, and 25% uncertain.

Experimentation 122

Experimentation Forecasting Risk Consulting 122

IBM Big Data Hub

APRIL 3, 2024

Over the next decade, AI will impact all industries and help shape which companies, teams and executives come out ahead. This is why we’ve seen so many early AI adopters in sports, where even the slightest competitive advantage can be the difference between first and second place. Absolutely.

Enterprise 61

Enterprise Data-driven Machine Learning Modeling 61

CIO Business Intelligence

JUNE 2, 2022

Hot technologies for banks also include 5G , natural language processing (NLP) , microservices architecture , and computer vision, according to Forrester’s recent Top Emerging Technologies in Banking In 2022 report. AI enhances operational efficiency. 5G aids customer service. 5G aids customer service.

Predictive Analytics 136

Predictive Analytics Technology Analytics Machine Learning 136

CIO Business Intelligence

SEPTEMBER 14, 2022

Sensors, AI, and robotics are key Manufacturing 4.0 Sensors, AI, and robotics are key Manufacturing 4.0 The average salary for a financial software engineer is $119,593 per year, with a reported salary range of $88,000 to $177,000 per year, according to data from Glassdoor. Principal software engineer. Systems engineer.

Manufacturing 113

Manufacturing IT Software Digital Transformation 113

IBM Big Data Hub

AUGUST 1, 2023

More than the typical endpoint security solutions, it consists of a set of endpoint security capabilities that include artificial intelligence (AI) , machine learning , behavioural analysis and endpoint detection and response (EDR). ” What is risk-based application patching?

Risk 54

Risk Management Machine Learning IoT 54

CIO Business Intelligence

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? For every optimistic forecast, there’s a caveat against a rush to launch.

Cost-Benefit 134

Cost-Benefit Metrics Insurance Measurement 134

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States.

Risk 64

Risk Modeling Machine Learning Data Quality 64

CIO Business Intelligence

AUGUST 11, 2023

Despite numerous stories about companies restricting generative AI use in the workplace, employees don’t seem to be using it any less. Recent research conducted by Dell indicates that 91% of respondents have dabbled with generative AI in their lives in some capacity, with another 71% reporting they’ve specifically used it at work 1.

IT 78

IT Data Processing Risk Strategy 78

CIO Business Intelligence

AUGUST 11, 2023

Partnering closely with AT&T Cybersecurity, Bhullar and his IT team deployed a mix of advanced security, open-source software, and the AWS cloud to build its venerated Voting Solutions for All People (VSAP) platform, a project that consists of more than two dozen individual systems. That’s when we started with human-centered design.”

IT 91

IT Reporting Testing Software 91

IBM Big Data Hub

FEBRUARY 8, 2024

The European Artificial Intelligence Act, while not yet law, is driving new levels of human oversight and regulatory compliance for artificial intelligence (AI) within the European Union. Similar to GDPR for privacy, the EU AI Act has potential to set the tone for upcoming AI regulations worldwide.

Risk Management 73

Risk Management Risk Metrics Machine Learning 73

CIO Business Intelligence

AUGUST 15, 2023

A risk-limiting audit (RLA) is one audit type used for election verification. To fully automate its RLA process, the San Francisco Department of Elections partnered with the San Francisco Department of Technology. Following is a sampling of several award-winning projects that showcase the transformative power of IT.

IT 86

IT Manufacturing IoT Cost-Benefit 86

CIO Business Intelligence

MAY 14, 2024

Like many public health agencies across the US, the King County Medical Examiner’s Office tracks drug overdose deaths to target interventions for populations at risk and save lives. Seattle, the county seat, reported nearly 600 drug overdose deaths in 2022, an increase of 72% from the previous year.

Deep Learning 71

Deep Learning Machine Learning Reporting Experimentation 71

CIO Business Intelligence

APRIL 25, 2024

CIOs rank AI as a top priority alongside cybersecurity for IT departments. However, barriers such as adoption speed and security concerns hinder rapid AI integration, according to a new survey. There is a promising surge in the use of AI technologies across various industries. Today’s CIOs are working in a tornado of innovation.

ROI 115

ROI Cost-Benefit Machine Learning Technology 115

CIO Business Intelligence

DECEMBER 21, 2023

We have seen a lot of companies promising AI solutions for Cybersecurity in the Cloud, but let’s be clear: when it comes to AI in Cybersecurity, it is important to understand that not all AIs are created equal. Finally, in cybersecurity, AI must analyze and act on data in real-time, matching the pace of user activity.

Data-driven 86

Data-driven Risk Enterprise Cost-Benefit 86

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 138

Enterprise Cost-Benefit Optimization Deep Learning 138

IBM Big Data Hub

MAY 25, 2023

IBM Consulting has established a Center of Excellence for generative AI. It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. The CoE is off to a fast start.

Consulting 100

Consulting Experimentation Machine Learning Modeling 100

CIO Business Intelligence

OCTOBER 13, 2023

Generative AI is quickly changing the landscape of the business world, with rapid adoption rates across nearly every industry. Businesses are turning to gen AI to streamline business processes, develop proprietary AI technology, and reduce manual efforts in order to free up employees to take on more intensive tasks.

Deep Learning 142

Deep Learning Machine Learning Modeling Software 142

Jet Global

SEPTEMBER 1, 2023

Predictive analytics refers to the use of historical data, machine learning, and artificial intelligence to predict what will happen in the future. But we’re also seeing its use expand in other industries, like Financial Services applications for credit risk assessment or Human Resources applications to identify employee trends.

Predictive Analytics 52

Predictive Analytics Risk Analytics Software 52

O'Reilly on Data

JULY 28, 2020

The Core Responsibilities of the AI Product Manager. Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle.

Marketing 361

Marketing Experimentation Metrics Testing 361