CIO Business Intelligence

MARCH 7, 2023

While digital initiatives and talent are the board directors’ top strategic business priorities in 2023-2024, IT spending is forecasted to grow by only 2.4% Devops teams now look to shift left security and implement continuous testing to develop more innovative, secure, and reliable features from the start.

Digital Transformation 141

Digital Transformation Data Governance Experimentation Machine Learning 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 130

IT Experimentation Cost-Benefit Metrics 130

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.

Visualization 132

Visualization Modeling Experimentation Testing 132

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 93

IT Experimentation Digital Transformation Marketing 93

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 86

Marketing B2B Experimentation Cost-Benefit 86

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 128

Risk Manufacturing Enterprise Technology 128

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 80

Experimentation Digital Transformation Technology Measurement 80

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 82

Cost-Benefit Experimentation Digital Transformation Optimization 82

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 90

Strategy Risk Enterprise Risk Management 90

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 93

Data Processing Experimentation Visualization Metrics 93

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

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 91

Modeling Cost-Benefit Optimization Digital Transformation 91

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 102

Testing Experimentation Management Metadata 102

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 86

Data Lake Snapshot Metadata Optimization 86

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 131

Strategy Technology Experimentation Testing 131

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 125

IT Risk Management Interactive Modeling 125

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 88

OLAP Data Lake Data-driven Snapshot 88

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.

Digital Transformation 87

Digital Transformation Sales Experimentation Optimization 87

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 117

Strategy Risk Data-driven Modeling 117

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 85

Risk Cost-Benefit Strategy Experimentation 85

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 91

Cost-Benefit Modeling Manufacturing Interactive 91

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 245

Consulting Interactive Software IT 245