CIO Business Intelligence

NOVEMBER 7, 2023

GITEX Global 2023 witnessed Huawei’s impactful presence, as the tech giant delved into the future of intelligent networking. Real-time WiFi 7 AP flow test – 12.7Gbps Huawei Huawei’s commitment to propelling high-quality 10 Gbps campus networks into the intelligent future is evident.

IoT 113

IoT Digital Transformation Sales Uncertainty 113

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. Cloud maturity models (or CMMs) are frameworks for evaluating an organization’s cloud adoption readiness on both a macro and individual service level.

Modeling 92

Modeling Cost-Benefit Optimization Digital Transformation 92

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. 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). Automated regression tests are a dynamite.

Experimentation 68

Experimentation Testing Software Management 68

O'Reilly on Data

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. 16% of respondents working with AI are using open source models.

Enterprise 267

Enterprise Modeling Testing Reporting 267

CIO Business Intelligence

MARCH 25, 2024

Modern digital organisations tend to use an agile approach to delivery, with cross-functional teams, product-based operating models , and persistent funding. But to deliver transformative initiatives, CIOs need to embrace the agile, product-based approach, and that means convincing the CFO to switch to a persistent funding model.

Modeling 117

Modeling Cost-Benefit IT ROI 117

CIO Business Intelligence

MAY 1, 2024

Gen AI takes us from single-use models of machine learning (ML) to AI tools that promise to be a platform with uses in many areas, but you still need to validate they’re appropriate for the problems you want solved, and that your users know how to use gen AI effectively.

Cost-Benefit 139

Cost-Benefit Metrics Insurance Measurement 139

Smarten

JUNE 30, 2023

Knowledgebase Articles SSDP : Create dataset/cube using stored procedures in RDBMS Others: Configuring SSL Certificate for Smarten Time Series : Configuration of Timeseries Year Selection in Dashboard Filters Predictive Use cases One-Way Anova test using Smarten Augmented Analytics Machine Maintenance Using Smarten Assisted Predictive Modelling Forum (..)

Predictive Modeling 76

Predictive Modeling Dashboards Publishing Testing 76

CIO Business Intelligence

OCTOBER 26, 2023

As you prepare to run a new workload, your first inclination may be to build, test, and launch it in a public cloud. Some scenarios require real-time interactions with the AI model , such as chatbots that support sales or customers. 3 Hybrid cloud models naturally provide more choices. Most IT leaders say, “It depends.”

Testing 124

Testing Digital Transformation Data Processing Modeling 124

AWS Big Data

NOVEMBER 8, 2023

Save the date: AWS re:Invent 2023 is happening from November 27 to December 1 in Las Vegas, and you cannot miss it. To derive meaningful insights and ensure the optimal performance of machine learning (ML) and generative AI models, data needs to be ingested and processed in real time. Reserve your seat now! Reserve your seat now!

Data-driven 91

Data-driven Data Lake Machine Learning Cost-Benefit 91

Rocket-Powered Data Science

FEBRUARY 15, 2023

Generative AI is the biggest and hottest trend in AI (Artificial Intelligence) at the start of 2023. These changes may include requirements drift, data drift, model drift, or concept drift. Validation is a virtue, but generalization is vital: a model may work well once, but not on the next batch of data.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

AWS Big Data

NOVEMBER 29, 2023

At AWS re:Invent 2023, we introduced more performance enhancements in query planning and execution such as enhanced bloom filters , query rewrites, and support for write operations in auto scaling. At AWS re:Invent 2023, we extended data sharing capabilities to launch multi-data warehouse writes in preview.

Data Warehouse 103

Data Warehouse Data Lake Analytics Machine Learning 103

CIO Business Intelligence

MAY 3, 2024

During pilot testing, UPS earned 50% reduction in the time agents spent resolving e-mails. The LLM gives agents the ability to confirm all responses suggested by the model. As a result, UPS is investing in training the model on its corporate data set. That frees up human agents to handle the more complex questions.”

Testing 138

Testing Sales Enterprise Digital Transformation 138

Cloudera

MARCH 18, 2021

A revised internal models approach (IMA) combined with an overhaul of the standardized approach (SA). Continuous monitoring will be required, and banks will need to conduct back-testing to ensure accuracy. The new capital requirements are currently due to take effect in January 2023. Operational Impact of FRTB.

Risk 55

Risk Machine Learning Risk Management Measurement 55

CIO Business Intelligence

FEBRUARY 12, 2024

As genAI caught fire in 2023, many organizations rushed to test and learn from the technology and harness it to grow productivity and improve processes. You’ll align desired near-term and future states to test-and-learn pilots as well as potential production projects. High-quality data will be the oil that makes your models hum.

IT 117

IT Consulting Cost-Benefit Uncertainty 117

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 140

Digital Transformation Unstructured Data Machine Learning Risk Management 140

DataKitchen

MARCH 12, 2024

We kept adding tests over time; it has been several years since we’ve had any major glitches. DataKitchen helped us completely transform our operations by broadening our testing definition. Tests assess important questions, such as “Is the data correct?” Data errors can cause compliance risks.

Metrics 117

Metrics Software Cost-Benefit Testing 117

CIO Business Intelligence

MAY 15, 2024

In particular, Generative AI (GenAI) has caught the eye of many IT leaders after a breakout in 2023. From a cybersecurity perspective, it could be deployed in a variety of use cases, from training employees and security teams to testing vulnerability scanners and prioritizing security updates.

Machine Learning 116

Machine Learning Risk Data-driven Testing 116

Dataiku

MARCH 25, 2024

This scenario is not science fiction but a glimpse into the capabilities of Multimodal Large Language Models (M-LLMs), where the convergence of various modalities extends the landscape of AI. But instead, a machine seamlessly identifies the scene and its location, provides a detailed description, and even suggests nearby attractions.

Visualization 132

Visualization Modeling Experimentation Testing 132

CIO Business Intelligence

OCTOBER 20, 2022

Schedule regular security and phishing training for employees and remedial measures for those who fail tests. Some protocols like the Domain-based Message Authentication Reporting and Conformance (DMARC) help admins and users block unsolicited emails effectively.

Measurement 139

Measurement Reporting Enterprise Software 139

O'Reilly on Data

DECEMBER 12, 2023

If the output of a model can’t be owned by a human, who (or what) is responsible if that output infringes existing copyright? In an article in The New Yorker , Jaron Lanier introduces the idea of data dignity, which implicitly distinguishes between training a model and generating output using a model.

Modeling 248

Modeling Software Sales Statistics 248

CIO Business Intelligence

JANUARY 12, 2024

From a cybersecurity perspective, how has 2023 been? According to Statista, the number of IoT devices exceeded 15 billion in 2023. Ransomware attacks have also increased in 2023 probably due to their perceived profitability. The year has been marked by a general increase in state-sponsored attacks due to geopolitical conflicts.

IoT 113

IoT Internet of Things Testing Technology 113

CIO Business Intelligence

SEPTEMBER 6, 2023

Since ChatGPT’s release in November of 2022, there have been countless conversations on the impact of similar large language models. Juergen Sussner, Lead Cloud Platform Engineer at DATEV eG, advises organizations to try to implement small use cases and test them well, if they work, scale them, if not, try another use case.

Software 115

Software Experimentation Risk Data Lake 115

CIO Business Intelligence

JANUARY 31, 2024

In November 2023, the Cambridge Open Zettascale Lab announced the deployment of the U.K.’s In November 2023, the Cambridge Open Zettascale Lab announced the deployment of the U.K.’s In STAC-A2 benchmark testing, direct liquid cooling enabled the Dell PowerEdge XE9640 to cool over 3kW in a 2U form factor, offering 4.3x

Software 111

Software IoT Technology Optimization 111

IBM Big Data Hub

FEBRUARY 9, 2024

2022 was the year that generative artificial intelligence (AI) exploded into the public consciousness, and 2023 was the year it began to take root in the business world. DeepFloyd and Stable Diffusion have achieved relative parity with leading proprietary models.

Cost-Benefit 98

Cost-Benefit Modeling Data-driven Enterprise 98

CIO Business Intelligence

AUGUST 15, 2023

2023 has been a break-out year for generative AI technology, as tools such as ChatGPT graduated from lab curiosity to household name. July 2023 Microsoft adds Copilot abilities to Dynamics 365 suite Microsoft will roll out its Copilot generative AI assistant across more of its products.

Software 96

Software Enterprise Sales Visualization 96

CIO Business Intelligence

MAY 14, 2024

Enterprises need to ensure that private corporate data does not find itself inside a public AI model,” McCarthy says. You don’t want a mistake to happen and have it end up ingested or part of someone else’s model. The excitement and related fears surrounding AI only reinforces the need for private clouds.

IT 140

IT Data Processing Enterprise Modeling 140

CIO Business Intelligence

APRIL 5, 2024

The 118th session of Congress, covering 2023 and 2024, may end up as the least productive session in US history, with only 47 bills passed and becoming law between the beginning of 2023 and April 1 of this year. AI legislation proposed in Connecticut also has served as a model for lawmakers in other states.

Risk 111

Risk Interactive Insurance Strategy 111

AWS Big Data

FEBRUARY 1, 2024

Large language models (LLMs) are becoming increasing popular, with new use cases constantly being explored. This is where model fine-tuning can help. Before you can fine-tune a model, you need to find a task-specific dataset. Next, we use Amazon SageMaker JumpStart to fine-tune the Llama 2 model with the preprocessed dataset.

Metadata 99

Metadata Modeling Data Processing Unstructured Data 99

CIO Business Intelligence

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams.

Deep Learning 143

Deep Learning Machine Learning Modeling Consulting 143

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 144

Digital Transformation Data Governance Experimentation Machine Learning 144

CIO Business Intelligence

JANUARY 24, 2024

Artificial intelligence (AI) has been table stakes in cybersecurity for several years now, but the broad adoption of Large Language Models (LLMs) made 2023 an especially exciting year. High-quality labeled data are necessary to make AI models and predictions more accurate and appropriate for cybersecurity use cases.

Modeling 133

Modeling Machine Learning Cost-Benefit Software 133

Cloudera

DECEMBER 19, 2023

Without a doubt, 2023 has shaped up to be generative AI’s breakout year. Earlier this month, I had the opportunity to lead a roundtable discussion at the PSN Government Innovation show ( 2023 Government Innovation Show – Federal – Public Sector Network ) in Washington, DC. Disable models if serious problems occur.

Optimization 88

Optimization Cost-Benefit Unstructured Data Risk 88

CIO Business Intelligence

FEBRUARY 23, 2024

From a cybersecurity perspective, how has been 2023? According to Statista, the number of IoT devices exceeded 15 billion in 2023. Ransomware attacks have also increased in 2023 probably due to their perceived profitability. Overall, freelancers on earned 5% less than they earned before ChatGPT as of April 2023.

IoT 96

IoT Internet of Things Testing Reporting 96

CIO Business Intelligence

MAY 30, 2024

One of our key directives was to audit procurement for all state agencies by the end of the calendar year 2023,” McIntosh says. “To Modernizing with purpose In June 2023, Oklahoma began using process mining tools from Celonis to analyze procurement processes based on purchasing laws and massive amounts of financial data. “As

IT 127

IT Cost-Benefit Key Performance Indicator Dashboards 127

DataKitchen

AUGUST 8, 2023

On 20 July 2023, Gartner released the article “ Innovation Insight: Data Observability Enables Proactive Data Quality ” by Melody Chien. Are problems with data tests? And as any developer knows, you can’t ship code based on static tests. You must dynamically test the code. Which report tab is wrong? Did it fail?

Data Quality 130

Data Quality Testing Snapshot Reporting 130

CIO Business Intelligence

MARCH 3, 2024

For its 2023 Security Priorities report, Foundry surveyed 790 IT security workers to understand their projects and priorities. Worse, it said “adversaries are accelerating and widening their range of sophisticated attacks at scale through automation, cybercrime-as-a-service models, impersonations and adaptation.”

IT 100

IT Measurement Risk Testing 100

CIO Business Intelligence

MAY 15, 2024

It seems anyone can make an AI model these days. Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source.

Modeling 133

Modeling Risk Software Enterprise 133