CIO Business Intelligence

OCTOBER 15, 2024

But continuous deployment isn’t always appropriate for your business , stakeholders don’t always understand the costs of implementing robust continuous testing , and end-users don’t always tolerate frequent app deployments during peak usage. CrowdStrike recently made the news about a failed deployment impacting 8.5

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Enterprise Testing Business Objectives Experimentation 143

CIO Business Intelligence

JANUARY 24, 2025

The scope of its efforts so far is demonstrated by its shift into lower-carbon businesses, power trading, and convenience stores, which represented just 3% of its investment in 2019 but 23% in 2023. And it uses AI to automate code testing and other aspects of the digital development lifecycle.

Digital Transformation 59

Digital Transformation B2B Experimentation Testing 59

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. Luckily, many are expanding budgets to do so. “94%

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

OCTOBER 17, 2024

] Forty-one percent of organizations adopted and used digital platforms for all or most functions in 2024, compared with just 26% in 2023, according to IDC’s May 2024 Future Enterprise Resiliency and Spending Survey, Wave 5. Implement robust testing: As the CrowdStrike incident demonstrated, thorough testing is crucial.

Risk 108

Risk Experimentation Testing Strategy 108

IBM Big Data Hub

DECEMBER 14, 2023

As it has become tradition , the team creating the looks back and shares the personal highlights of the year 2023. Now, on to our personal highlights of 2023… Frederic AI – Last year in December, the buzz surrounding AI was palpable. Automated regression tests are a dynamite. Quite fascinating.

Experimentation 65

Experimentation Testing Software Management 65

CIO Business Intelligence

SEPTEMBER 12, 2024

While his statement long predates the incredible generative AI explosion of 2023, his point is even more relevant in the case of free online generative AI tools. If the code isn’t appropriately tested and validated, the software in which it’s embedded may be unstable or error-prone, presenting long-term maintenance issues and costs.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

CIO Business Intelligence

MARCH 28, 2023

Here are some ways leaders can cultivate innovation: Build a culture of experimentation. Create a culture of experimentation and continuous improvement by giving employees the freedom to test new ideas and approaches to sustainability. Invest in technology. Register today. IT Leadership

Experimentation 98

Experimentation Metrics Measurement Digital Transformation 98

CIO Business Intelligence

OCTOBER 21, 2024

Meanwhile, Foundry found in its 2024 State of the CIO Study that 88% of CIOs said their role has become more digital and innovation focused, up from 85% in 2023. Legacy systems and bureaucratic structures hinder the ability to iterate and experiment rapidly, which is critical for developing and testing innovative solutions.

IT 137

IT Experimentation Cost-Benefit Consulting 137

The Unofficial Google Data Science Blog

APRIL 23, 2024

To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

CIO Business Intelligence

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). And at LinkedIn scale, those matchmaking processes have always relied on technology.

IT 139

IT Cost-Benefit Experimentation Metrics 139

CIO Business Intelligence

JUNE 1, 2023

Fast forward to early 2023, and our survey found that only 36% of respondents prioritized metaverse programs, instead elevating AI (79%) and digital experience (56%) as top priorities. At the time, more than half of those polled said they had invested in “metaverse-like technologies.”

Marketing 98

Marketing B2B Experimentation Cost-Benefit 98

Dataiku

MARCH 25, 2024

One limitation observed while testing the LENS approach, particularly in VQA, is its heavy reliance on the output of the first modules, namely CLIP and BLIP captions. A pilot program conducted from March 2023 to August 2023 aimed to explore responsible deployment strategies for GPT-4V.

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Visualization Modeling Experimentation Testing 132

Ontotext

JANUARY 10, 2025

Our goal is to test whether GenAI can handle diverse domains effectively and determine if its a viable tool for domain-specific graph-building tasks. Through iterative experimentation, we incrementally added new modules refining the prompts. Prompting The quality of GenAI outputs is heavily influenced by how prompts are formulated.

Informatics 59

Informatics Modeling Metadata Experimentation 59

AWS Big Data

MAY 2, 2023

Earlier in 2023, we added support for Apache Airflow v2.4.3 Test the feature To test this feature, run the producer DAG. Removal of experimental Smart Sensors. Test the feature Upload the four sample text files from the local data folder to an S3 bucket data folder. Test your DAGs using the new Apache Airflow v2.4.3

Testing 130

Testing Experimentation Management Metadata 130

CIO Business Intelligence

JULY 3, 2024

The stories abound about pricing increases following Broadcom’s acquisition of VMware in late 2023. In the short term this might be the only practical option as the options might require both time and experimentation. Option 4: Test and Select a Non-VMware Hypervisor There are other hypervisors (some of which are named in Option 3).

Testing 85

Testing Modeling Marketing Experimentation 85

CIO Business Intelligence

AUGUST 2, 2023

Rapid Innovation : The modular nature of composable architectures fosters experimentation and rapid iteration, encouraging continuous innovation. Our Expert Services team can support you in product and project management, technical architecture, front-end engineering, quality assurance, and testing support.

Cost-Benefit 98

Cost-Benefit Experimentation Digital Transformation Optimization 98

CIO Business Intelligence

JULY 31, 2023

Just look at the stats:Some 45% of 2,500 executives polled for a May 2023 report from research firm Gartner said the publicity around ChatGPT prompted them to increase their AI investments, 70% said their organization is already exploring gen AI, and 19% are in actual pilot or production mode.

Strategy 98

Strategy Risk Enterprise Risk Management 98

CIO Business Intelligence

OCTOBER 9, 2023

Christian Mate, CIO, Elara Caring Elara Caring CIOs have more tactical aspirations right now, especially with regard to digital initiatives, according to Gartner’s 2023 CIO and Technology Executive Agenda. Hyatt’s experimental mindset and listen-first approach are heavily applied to IT’s pursuit of innovation, he says.

Strategy 137

Strategy Technology Experimentation Testing 137

CIO Business Intelligence

FEBRUARY 21, 2023

Yet in 2023, the brewer faces new constraints, such as an expected recession, rising barley and energy prices, and aluminum supply chain shortages. Heineken owns its piece of history, too, from becoming the first brewer to introduce quality control laboratories to the first legally sold beer in the US after prohibition was revoked in 1933.

Sales 105

Sales Digital Transformation Experimentation Optimization 105

AWS Big Data

AUGUST 21, 2023

In particular, our experimentation shows that hybrid search, combining lexical and vector approaches, typically results in a 15% improvement in search result quality over lexical or vector search alone on industry-standard test sets, as measured by the NDCG@10 metric (Normalized Discounted Cumulative Gain in the first 10 results).

Data Processing 98

Data Processing Visualization Experimentation Metrics 98

AWS Big Data

MAY 24, 2023

The following examples are also available in the sample notebook in the aws-samples GitHub repo for quick experimentation. Update your-iceberg-storage-blog in the following configuration with the bucket that you created to test this example. Note the configuration parameters s3.write.tags.write-tag-name

Data Lake 98

Data Lake Snapshot Metadata Optimization 98

CIO Business Intelligence

SEPTEMBER 27, 2023

By suggesting a number of use cases, we further encourage experimentation and creative application.” The initiative was driven in the first quarter of 2023 by leaders within the customer support organization, says David Lloyd, chief data officer.

Strategy 126

Strategy Data-driven Risk Technology 126

CIO Business Intelligence

AUGUST 17, 2023

We’re testing ChatGPT at an individual level,” he says. An IDC survey from March 2023 saw 21% of respondents say they’re already investing in generative AI this year, and a further 55% are exploring potential use cases. Medica’s O’Brien issues a caution as well.

Risk 98

Risk Cost-Benefit Strategy Unstructured Data 98

Cloudera

OCTOBER 8, 2024

By 2023, the focus shifted towards experimentation. Advanced Deployment Patterns: Supports sophisticated deployment strategies like canary and blue-green deployments*, as well as A/B testing*, enabling safe and gradual rollouts of new model versions.

Optimization 75

Optimization Experimentation Metrics Enterprise 75

IBM Big Data Hub

MAY 17, 2024

” Given the statistics—82% of surveyed respondents in a 2023 Statista study cited managing cloud spend as a significant challenge—it’s a legitimate concern. With this organizational change, new teams are being defined, agile project groups created and feedback and testing loops established.

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

IBM Big Data Hub

SEPTEMBER 25, 2023

If the exploratory work needs to move on to testing and production, they can plan appropriately. Data Exploration and Innovation: The flexibility of Presto has encouraged data exploration and experimentation at Uber. This way, the queries run much faster. EMA Technical Case Study, sponsored by Ahana.

OLAP 86

OLAP Data Lake Data-driven Online Analytical Processing 86

DataRobot Blog

MARCH 7, 2023

DataRobot on Azure accelerates the machine learning lifecycle with advanced capabilities for rapid experimentation across new data sources and multiple problem types. For more information, visit [link]. DataRobot AI Platform is available via Azure Marketplace. DATAROBOT LAUNCH EVENT From Vision to Value.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. This personalized approach might lead to more effective therapies with fewer side effects.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

CIO Business Intelligence

JULY 28, 2023

Tight budgets and labor shortages have remained an ongoing challenge for IT leaders in 2023. In addition to bottom-line benefits, employees are often inspired and motivated by innovation – seeking job opportunities that encourage experimentation and embrace new ideas. Step #4: Leverage AI and automation to scale AI is everywhere!

IT 98

IT Experimentation Digital Transformation Marketing 98

CIO Business Intelligence

AUGUST 25, 2023

In this conversation with Foundry, Mitali discusses the accelerated importance of technology in healthcare, on enabling healthcare providers with data and why her team isn’t afraid of experimentation. Involve them during the creation and testing process, so they develop a sense of ownership for the solutioning systems.

Experimentation 98

Experimentation Digital Transformation Technology Data Collection 98

O'Reilly on Data

JULY 25, 2023

Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation.

Consulting 246

Consulting Interactive Software Metadata 246

CIO Business Intelligence

DECEMBER 6, 2023

As well as a process that includes human review, and encourages experimentation and thorough evaluation of AI suggestions, guardrails need to be put in place as well to stop tasks from being fully automated when it’s not appropriate. Human reviewers should be trained to critically assess AI output, not just accept it at face value.”

IT 133

IT Risk Management Interactive Risk 133

O'Reilly on Data

FEBRUARY 13, 2025

When I started working on the new edition of Head First C# back in 2023, AI tools like ChatGPT and Copilot were already changing how developers write and learn code. In fact, I realized that I could test my exercises by pasting them verbatim into an AI. It was clear that I needed to cover them.

Testing 174

Testing Experimentation Data Processing Interactive 174

CIO Business Intelligence

JANUARY 15, 2025

GenOS was launched in June 2023 and this past September, it was augmented with the GenOS AI Workbench, a dedicated development environment. RSM put together an AI steering committee in 2023 and identified four main types of use cases that were critical to its business: chat, document creation, document evaluation, and data analysis.

Cost-Benefit 141

Cost-Benefit ROI Reporting Software 141

CIO Business Intelligence

FEBRUARY 19, 2025

If 2023 was the year of experimentation with gen AI, 2024 was when companies zeroed in on use cases and started putting pilot projects into production. EYs Gusher says shes seeing gen AI value in code debugging and testing.

ROI 137

ROI Marketing Sales Software 137

CIO Business Intelligence

DECEMBER 24, 2024

For past IT mishaps of note, see our biggest IT failure roundups from 2023 and 2021. ] CrowdStrike blamed a hole in its software testing tool for the flaw in a sensor configuration update released to Windows systemson July 19. The admission came after YouTuber The Net Guy found malware on Acemagic mini PCs when testing them.

IT 136

IT Reporting Testing Software 136