CIO Business Intelligence

FEBRUARY 8, 2024

AI is like the discovery of fire—it’s a great tool if you know how to use it, but if you don’t use it responsibly (or use a model built responsibly), it will burn you. The global tech community and societal pressures are driving LLM developers to consider their impact on the data sources used to generate answers. Artificial Intelligence

Cost-Benefit 116

Cost-Benefit Experimentation Interactive Risk 116

CIO Business Intelligence

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Mitigate risks by communicating an LLM governance model The generative AI landscape has more than 100 tools covering test, image, video, code, speech, and other categories.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98

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% CIOs should consider technologies that promote their hybrid working models to replace in-person meetings. Release an updated data viz, then automate a regression test.

Digital Transformation 145

Digital Transformation Data Governance Experimentation Machine Learning 145

IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 94

Cost-Benefit Modeling Manufacturing Interactive 94

IBM Big Data Hub

MARCH 4, 2024

In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness. Consider the following: Do you need a public foundation model? times higher ROI.

Enterprise 105

Enterprise ROI Risk Strategy 105

CIO Business Intelligence

MARCH 10, 2022

Fujitsu remains very much interested in the mainframe market, with a new model still on its roadmap for 2024, and a move under way to “shift its mainframes and UNIX servers to the cloud, gradually enhancing its existing business systems to optimize the experience for its end-users.”

Sales 128

Sales Testing Experimentation Data Processing 128

DataRobot

JULY 27, 2021

Last fall, I penned a blog post around our Series F funding, focused on the fact that the era of experimental AI is over. IDC projects that spend on AI technologies will surpass $200 billion by 2024. billion models on our cloud platform. Additionally, we’re announcing our acquisition of Algorithmia , a leader in MLOps. .

Machine Learning 98

Machine Learning Experimentation Modeling Forecasting 98

AWS Big Data

JANUARY 9, 2024

Traditional lexical search, based on term frequency models like BM25, is widely used and effective for many search applications. Semantic search In semantic search, the search engine uses an ML model to encode text or other media (such as images and videos) from the source documents as a dense vector in a high-dimensional vector space.

Cost-Benefit 88

Cost-Benefit Visualization Modeling Machine Learning 88

IBM Big Data Hub

DECEMBER 14, 2023

Another year has passed—it felt like the whole world was talking about and trying out tools powered by generative AI and Large Language Models (LLMs). The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk.

Experimentation 71

Experimentation Testing Software Management 71

CIO Business Intelligence

FEBRUARY 14, 2024

Generative AI continues to dominate IT projects for many organizations, with two thirds of business leaders telling a Harris Poll they’ve already deployed generative AI tools internally, and IDC predicting spend on gen AI will more than double in 2024. But the usual laundry list of priorities for IT hasn’t gone away.

IT 143

IT Metadata Data-driven Management 143

DataRobot Blog

AUGUST 10, 2022

As ICSs develop plans to deliver around 30% more elective activity by 2024-2025 than before the pandemic, the need to retain clinical staff is paramount. This is being particularly felt by trusts as the high volume of nursing staff vacancies impacts operational delivery and patient care.

Forecasting 52

Forecasting Experimentation Data-driven Risk 52

Data Science 101

OCTOBER 15, 2023

Not just because we use their excellent GPUs for simulation and modeling of quantum computing, but because they are partnering with major vendors to ensure these kinds of hybrid systems are built with the most powerful and collaborative configurations. They extend rather than replace what we have. QPUs, GPUs, CPUs, you name it.

Risk 107

Risk Marketing Consulting Technology 107

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. So, I see two models there: the language model, unbounded and trained on general human knowledge, and the one bounded by enterprise context. Maybe later. We call it LLMs on rails.

Technology 59

Technology Risk Digital Transformation Measurement 59