Cloudera

DECEMBER 19, 2023

There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector. Predictably, the roundtable participants I spoke with were guardedly optimistic about the potential for generative AI to accelerate their agency’s mission.

Optimization 91

Optimization Cost-Benefit Unstructured Data Risk 91

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 332

Management Machine Learning Experimentation Metrics 332

IBM Big Data Hub

MAY 6, 2024

IBM and AWS study: Less than 25% of current generative AI projects are being secured The enterprise world has long operated on the notion that trust is the currency of good business. But as AI transforms and redefines how businesses operate and how customers interact with them, trust in technology must be built.

Enterprise 67

Enterprise Risk Strategy ROI 67

IBM Big Data Hub

DECEMBER 20, 2023

Artificial intelligence (AI) is a transformative force. By giving machines the growing capacity to learn, reason and make decisions, AI is impacting nearly every industry, from manufacturing to hospitality, healthcare and academia. Without an AI strategy, organizations risk missing out on the benefits AI can offer.

Strategy 80

Strategy Business Objectives Cost-Benefit Consulting 80

CIO Business Intelligence

AUGUST 4, 2023

In collaboration with our peers, we have a solid business sense that carefully weighs innovation and risk in order to gain valuable ROI while protecting the organization from all forms of risk associated with each project. What’s new and different today? These can also be a guide as to what not to do.

Risk 98

Risk Risk Management ROI Technology 98

O'Reilly on Data

DECEMBER 10, 2019

Roughly a year ago, we wrote “ What machine learning means for software development.” Up until now, we’ve built systems by carefully and painstakingly telling systems exactly what to do, instruction by instruction. It’s time to evaluate what has happened in the year since we wrote that article. and Matroid.

Software 261

Software Machine Learning Risk Data-driven 261

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 78

Risk Modeling Management Metadata 78

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. Critical to getting this right is understanding and linking gen AI and innovation to enterprise success. So, what can CIOs do now? So leaders will need to radically re-think how work gets done.

Enterprise 135

Enterprise Modeling Strategy Testing 135

CIO Business Intelligence

DECEMBER 12, 2023

In 2023, it would be highly improbable for a CTO not to be asked by their CEO, ‘What are we going to do about generative AI? How can the CTO respond to that question without being an expert in generative AI?” How can the CTO respond to that question without being an expert in generative AI?” Why is this important?

Technology 128

Technology Risk Strategy Interactive 128

CIO Business Intelligence

SEPTEMBER 21, 2023

The advent of gen AI changed everything, and the pace of that change is like nothing we’ve seen before. According to McKinsey, gen AI is poised to add up to an annual $4.4 But there’s also the downside: the possibility gen AI will take companies down. In Europe, the AI Act is on its way. billion to the global economy.

Enterprise 130

Enterprise Consulting Modeling Cost-Benefit 130

CIO Business Intelligence

JUNE 22, 2023

AI is quickly becoming an essential part of daily work. And with AI deepening its presence in daily life, as more people turn to AI bot services, such as ChatGPT, to answer questions and get help with tasks, its presence in the workplace will only accelerate.

IT 105

IT Machine Learning Deep Learning Technology 105

Smart Data Collective

DECEMBER 21, 2022

You can use big data to improve risk scoring models and use real-time analytics to stop threats. Big data technology has become critical for modern life. A growing number of data scientists are being employed in various industries to help solve many challenges. Data Scientists Are Discovering Opportunities in Cybersecurity and IT.

IT 113

IT Big Data Data Science Data-driven 113

CIO Business Intelligence

MARCH 18, 2024

This enemy could form a plan, execute it on the battlefield, and be onto their next target before we knew what was happening. The rest risk falling too far behind to catch up. Yes, our communication tech was far more advanced, but our problem was friction. The enemy’s model, however, amplified the power of their bargain-bin tech.

Broadcasting 72

Broadcasting Deep Learning Risk Strategy 72

CIO Business Intelligence

JUNE 7, 2022

But the success of their AI initiatives depends on more than just data and technology — it’s also about having the right people on board. An effective enterprise AI team is a diverse group that encompasses far more than a handful of data scientists and engineers. Data scientists are the core of any AI team.

Machine Learning 145

Machine Learning Data Science Consulting Metrics 145

Cloudera

SEPTEMBER 20, 2022

This blog is intended to serve as an ethics sheet for the task of AI-assisted comic book art generation, inspired by “ Ethics Sheets for AI Tasks.” AI-assisted comic book art generation is a task I proposed in a blog post I authored on behalf of my employer, Cloudera.

Deep Learning 89

Deep Learning Cost-Benefit Risk Data-driven 89

IBM Big Data Hub

SEPTEMBER 20, 2023

Few technologies have taken the world by storm the way artificial intelligence (AI) has over the past few years. AI and its many use cases have become a topic of public discussion no longer relegated to tech experts. AI’s value is not limited to advances in industry and consumer products alone.

Cost-Benefit 111

Cost-Benefit Digital Transformation Technology Modeling 111

IBM Big Data Hub

DECEMBER 15, 2023

Open-source artificial intelligence (AI) refers to AI technologies where the source code is freely available for anyone to use, modify and distribute. Open-source AI projects and libraries, freely available on platforms like GitHub, fuel digital innovation in industries like healthcare, finance and education.

Deep Learning 73

Deep Learning Experimentation Machine Learning Risk 73

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. There’s also congressional hearings and petitions to pause AI development, inclusive of gen AI.

Uncertainty 98

Uncertainty Risk Testing Enterprise 98

CIO Business Intelligence

NOVEMBER 21, 2023

The role of AI has become so critical to military strategy and capability that the US Air and Space Forces appointed its first chief artificial intelligence officer this year. What led to adding the title of chief artificial intelligence officer to your then-chief data officer role?

Strategy 119

Strategy Machine Learning Technology Data-driven 119

DataRobot

JANUARY 18, 2022

Have you ever walked into a room and forgotten what you were thinking or your purpose in going to that room? When removed from our usual work environment to participate in an AI project, there is the risk that strategic business goals and everyday business rules will be forgotten. Zen and AI Governance.

Risk Management 52

Risk Management Risk Data-driven Metrics 52

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice. What is model debugging?

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

DataRobot

JANUARY 10, 2022

How can we avoid AI impact statements becoming another administrative compliance burden? How can we avoid AI impact statements becoming another administrative compliance burden? AI has been making front page news and not always for the right reasons. But AI failures aren’t limited to ethical lapses.

Risk 52

Risk ROI Data-driven Sales 52

CIO Business Intelligence

MARCH 8, 2023

According to Infosys research, data and artificial intelligence (AI) could generate $467 billion in incremental profits worldwide and become the cornerstone of enterprises gaining a competitive edge. The reality is many organisations still struggle with the data and analytics foundations required to progress down an advanced AI path.

Enterprise 52

Enterprise Data Governance Data Strategy Testing 52

IBM Big Data Hub

OCTOBER 25, 2023

Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. Organizations that have mastered hybrid cloud are well positioned to implement generative AI across the organization.

Cost-Benefit 91

Cost-Benefit ROI Modeling Testing 91

DataRobot

NOVEMBER 12, 2021

This is a three part blog series in partnership with Amazon Web Services describing the essential components to build, govern, and trust AI systems: People, Process, and Technology. All are required for trusted AI , technology systems that align to our individual, corporate and societal ideals. The benefits of AI are immense.

Insurance 69

Insurance Risk Risk Management Manufacturing 69

IBM Big Data Hub

APRIL 18, 2024

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. Imagine a self-driving car piloted by an AGI.

Cost-Benefit 97

Cost-Benefit Modeling Manufacturing Interactive 97

IBM Big Data Hub

JUNE 23, 2023

While you may have learned about generative artificial intelligence (AI), you may not know what it means for the future of Finance and Accounting (F&A). As you encounter new generative AI solutions and unique AI foundation models for F&A, you may find yourself overwhelmed by all the options.

Finance 66

Finance Reporting Cost-Benefit Modeling 66

DataRobot Blog

MARCH 31, 2022

Over the past several years, AI has gone from obscurity to headline news but not always for the right reasons. While AI systems have matured from science experiments to vital business-as-usual tools, not every AI project lives up to the hype. The AI systems had not been trained on data that included pandemics.

Metrics 52

Metrics Risk Data-driven Modeling 52

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management. What Is Model Risk?

Risk Management 64

Risk Management Risk Modeling Enterprise 64

Jen Stirrup

OCTOBER 1, 2019

That’s what makes Digital Transformation so challenging. The event is intended to promote and provoke ideas for business opportunity and sustainability in the era of AI. The event is intended to promote and provoke ideas for business opportunity and sustainability in the era of AI. Planet, Profit and People – and AI.

Digital Transformation 44

Digital Transformation Software Big Data Technology 44

Ontotext

APRIL 4, 2019

The conversation covered a wide range of topics from the tasks Artificial Intelligence (AI) can handle and the challenges it poses, to “fake news”, the intelligent enterprise of the future, cancer and much more. Economy.bg: Milena, what kind of projects does Ontotext work on? What exactly do you do for them?

Recreation/Entertainment 76

Recreation/Entertainment Testing Enterprise Knowledge Discovery 76

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. What’s the reality? We wanted to find out what people are actually doing, so in September we surveyed O’Reilly’s users.

Enterprise 271

Enterprise Modeling Testing Reporting 271

O'Reilly on Data

FEBRUARY 20, 2024

Almost every company has undertaken AI projects, including companies that, at least on the face of it, have “no AI” policies. AI is everywhere, and even if the initial frenzy around ChatGPT has died down, the big picture hardly changes. AI will become part of almost every job, ranging from manual labor to management.

Insurance 182

Insurance Modeling Technology Reporting 182

Domino Data Lab

JULY 22, 2019

There’s a really nice comfortable blend here of what’s important in business, in engineering, in data science, etc. Just about 600 checked in and obtained their badges… that’s more than twice what we had last year and really good growth on that. Key highlights from the session include. Transcript.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

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 143

Cost-Benefit Metrics Insurance Measurement 143

CIO Business Intelligence

OCTOBER 27, 2023

Certifications give your resume more credibility and can make you more marketable to recruiters and hiring managers. And at the entry-level, they’re a great way to stand out from other candidates — and even boost your pay. By then, you’ll know what specialties to focus on and what skills you need for your desired career path.

IT 135

IT Consulting Software Management 135

Domino Data Lab

APRIL 3, 2019

My interest in data governance (DG) began with the recent industry surveys by O’Reilly Media about enterprise adoption of “ABC” (AI, Big Data, Cloud). I introduced these themes in “ Three surveys of AI adoption reveal key advice from more mature practices ” and explored them in even more detail in “ Episode 7 ” of this column.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84