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Why Data Quality Matters in the Age of Generative AI

Dataiku

MARCH 19, 2024

Generative AI is rapidly transforming the data science landscape. Its ability to create synthetic data promises exciting possibilities for data augmentation and improved model performance.

Generative AI

Generative AI Data Performance Company

Don’t Let Poor Data Quality Derail Your AI Dreams

Perficient

JULY 24, 2023

AI is reliant upon data to acquire knowledge and drive decision-making processes. Therefore, the data quality utilized for training AI models is vital in influencing their accuracy and dependability. Data Preprocessing AI collects the relevant data from various sources.

Data

Data Artificial Inteligence Metrics Machine Learning

Don’t Let Poor Data Quality Derail Your AI Dreams

Perficient

JULY 21, 2023

AI is reliant upon data to acquire knowledge and drive decision-making processes. Therefore, the data quality utilized for training AI models is vital in influencing their accuracy and dependability. Data Preprocessing AI collects the relevant data from various sources.

Data

Data Artificial Inteligence Metrics Machine Learning

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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Data Quality in the Age of AI: A User Story

Dataiku

SEPTEMBER 28, 2021

Today, more than 90% of AI practitioners experience significant cascading data errors , and poor data quality is estimated to cost companies 20% of revenue. The bottom line: bad data is ubiquitous and costly, and it also reduces organizations’ overall AI productivity.

Data

Data Organization Company

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

Artificial Inteligence

Accelerating Industry 4.0 at warp speed: The role of GenAI at the factory edge

CIO

APRIL 16, 2024

While warp speed is a fictional concept, it’s an apt way to describe what generative AI (GenAI) and large language models (LLMs) are doing to exponentially accelerate Industry 4.0. I am fascinated and passionate about helping manufacturers leverage Gen AI-fueled edge deployments that break through legacy Industry 4.0

Artificial Inteligence

Artificial Inteligence Industry Artificial Intelligence Generative AI

Avoid generative AI malaise to innovate and build business value

CIO

APRIL 1, 2024

Despite the promise generative AI holds for boosting corporate productivity, closing the gap between its potential and business value remains one of CIOs’ chief challenges. Sixty-six percent of C-level executives are ambivalent or dissatisfied with the progress of their AI or GenAI efforts, according to Boston Consulting Group 1.

Generative AI

Generative AI Innovation Artificial Intelligence Artificial Inteligence

AI and generative AI are revolutionizing manufacturing…here’s how

CIO

DECEMBER 14, 2023

Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI). Manufacturers are attaining significant advancements in productivity, quality, and effectiveness with early use cases of AI and GenAI.

Generative AI

Generative AI Artificial Inteligence Artificial Intelligence Technical Review

Generative AI and CIO.com: helping you get the Smart Answers you need

CIO

APRIL 17, 2024

Here at CIO.com we are committed to bringing you high-quality human-created insights, and we are excited to use new technologies to do so. Major news outlets are now regularly publicizing their stances on the use of Generative AI, or Gen AI, by journalists. Others suggest that generative AI will play a part in writing content.

Generative AI

Generative AI Journal Artificial Intelligence Artificial Inteligence

CIOs weigh where to place AI bets — and how to de-risk them

CIO

MARCH 18, 2024

Amid the turbulence of AI, technologies are emerging rapidly, startups are clamoring for attention, and hyperscalers are scrambling to corral market share. AI moves fast, so we don’t want to delay. “AI AI moves fast, so we don’t want to delay. According to IDC , core IT spending for AI will grow from $235.6

Artificial Inteligence

Artificial Inteligence Banking Technical Review How To

Rocket Mortgage lays foundation for generative AI success

CIO

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. The company now has several business processes fully automated with homegrown code and AI.

Generative AI

Generative AI Artificial Inteligence AWS Machine Learning

The path to socially responsible AI

CIO

FEBRUARY 8, 2024

No doubt, AI was the cutting-edge technology in 2023 that everyone was trying to keep pace with. People across industries envisioned AI as being the fuel for thousands of hours of time saved, replacing jobs to reduce costs, and unlocking innovation at a scale we have never before seen.

Artificial Inteligence

Artificial Inteligence Social Knowledge Base Artificial Intelligence

Microsoft and Cognizant team up to boost enterprise Copilot adoption

CIO

APRIL 24, 2024

But the partnership seeks to go beyond Cognizant’s internal use, with Microsoft and Cognizant teaming up to promote generative AI use across Cognizant’s global client base through the advisory and digital transformation services arm of Cognizant’s business.

Weak Development Team

Weak Development Team Enterprise Artificial Inteligence Generative AI

By enabling “ask and expert” capabilities, generative AI like Microsoft Copilot will transform manufacturing

CIO

FEBRUARY 29, 2024

Manufacturers are increasingly looking to generative AI as a potential solution to these and other challenges. Research from Avanade , a technology expert that specialises in the Microsoft ecosystem and partner solutions, suggests that 92% of manufacturers aim to be AI-first within a year. Microsoft’s Copilot is a case in point.

Generative AI

Generative AI Artificial Inteligence Automotive Retail

What is your data strategy for an AI future?

CIO

JANUARY 22, 2024

As enterprises become more data-driven, the old computing adage garbage in, garbage out (GIGO) has never been truer. The application of AI to many business processes will only accelerate the need to ensure the veracity and timeliness of the data used, whether generated internally or sourced externally.

Artificial Inteligence

Artificial Inteligence Strategy Data Artificial Intelligence

What LinkedIn learned leveraging LLMs for its billion users

CIO

APRIL 25, 2024

Few companies operate at the scale that LinkedIn does or have access to similar troves of data. So the social media giant launched a generative AI journey and is now reporting the results of its experience leveraging Microsoft’s Azure OpenAI Service. Those first waves of hype around generative AI didn’t help.

Artificial Inteligence

Artificial Inteligence Generative AI Metrics Azure

Salesforce’s Einstein 1 platform to get new prompt-engineering features

CIO

FEBRUARY 9, 2024

Salesforce is working on adding two new prompt engineering features to its Einstein 1 platform to speed up the development of generative AI applications in the enterprise, a top executive of the company said.

Artificial Inteligence

Artificial Inteligence Engineering Generative AI Quality Assurance

AI adoption accelerates as enterprise PoCs show productivity gains

CIO

APRIL 4, 2024

Like other CIOs, Katrina Redmond has been inundated with opportunities to deploy AI that promise to speed business and operations processes, and optimize workflows. To be successful, an AI proof of concept (PoC) project also needs to make good business sense, says CIO Vikram Nafde, CIO at Connecticut-based Webster Bank.

Enterprise

Enterprise Generative AI Technical Review Artificial Inteligence

3 areas where gen AI improves productivity — until its limits are exceeded

CIO

MARCH 13, 2024

Even though generative AI is a relatively new technology, it’s now difficult to imagine a world without it, given the impact it’s making, and the business value it can create. EY is one example of a company widely deploying gen AI. With the use of gen AI, the agents were, on average, able to resolve 14% more issues per hour.

Generative AI

Generative AI Weak Development Team Survey ChatGPT

Databricks acquires Lilac AI to boost data quality for LLM training

InfoWorld

MARCH 20, 2024

Data lakehouse provider Databricks said it is acquiring Boston-based Lilac AI to help enterprises explore and use their unstructured data for building generative AI -based applications. Today, we are thrilled to announce that Lilac is joining Databricks. To read this article in full, please click here

Artificial Inteligence

Artificial Inteligence Generative AI Training Data

Pentagon’s first chief AI officer leaves after two years

CIO

MARCH 15, 2024

There is no doubt that Dr. Plumb’s technical expertise and strategic acumen will enhance the CDAO’s innovative efforts, and help accelerate the DOD’s adoption of data, analytics, and AI to generate decision advantage from the boardroom to the battlefield,” Secretary of Defense Lloyd Austin said in a statement.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Big Data Analytics

When your AI chatbots mess up

CIO

DECEMBER 8, 2023

Barely a year after the release of ChatGPT and other generative AI tools, 75% of surveyed companies have already put them to work, according to a VentureBeat report. In AI parlance, they’re called hallucinations. Hallucinations occur when the data being used to train LLMs is of poor quality or incomplete.

Software Review

Software Review Technical Review Systems Review Generative AI

6 key considerations for selecting an AI systems vendor

CIO

MARCH 18, 2024

Many IT leaders are responding to C-suite pressure for artificial intelligence (AI) capabilities by increasing the organization’s AI investment in 2024. They’re finding that AI success is a complex task, and they need all they help they can get. But it can simplify achieving your AI goals.

Artificial Inteligence

Artificial Inteligence System Artificial Intelligence Storage

Oracle adds AI capabilities to its Fusion Cloud CX

CIO

APRIL 25, 2024

Oracle is adding more AI capabilities to its Fusion Cloud CX that provides software for sales, marketing, and service teams across an enterprise, the company announced on Thursday. In May 2022, Oracle integrated its Customer Data Platform into its service software inside Cloud CX.

Generative AI

Generative AI Cloud Artificial Inteligence B2B

OneFamily’s response to the data quality question

CIO

MARCH 13, 2024

But hearing those voices, and how to effectively respond, is dictated by the quality of data available, and understanding how to properly utilize it. “We We know in financial services and in a lot of verticals, we have a whole slew of data quality challenges,” he says. Traditionally, AI data quality has been a challenge.”

Data

Data Banking Artificial Inteligence ChatGPT

Survey: Execs eager to implement generative AI, but few know how

CIO

JANUARY 12, 2024

Overwhelming majorities of executives around the world are planning to spend money on generative AI this year, but very few are truly ready for the technology, according to a survey released today by the Boston Consulting Group. It’s just a wonderful catalyst to put the AI topics on the table,” he said. “It Generative AI

Generative AI

Generative AI Survey Data Engineering Report

10 most in-demand generative AI skills

CIO

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.

Generative AI

Generative AI ChatGPT Machine Learning Artificial Inteligence

Gaining an AI advantage: Not all AIs are created equal

CIO

DECEMBER 21, 2023

We have seen a lot of companies promising AI solutions for Cybersecurity in the Cloud, but let’s be clear: when it comes to AI in Cybersecurity, it is important to understand that not all AIs are created equal. Finally, in cybersecurity, AI must analyze and act on data in real-time, matching the pace of user activity.

Artificial Inteligence

Artificial Inteligence Generative AI Artificial Intelligence Scalability

The early returns on gen AI for software development

CIO

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Still, gen AI for software development is in the nascent stages, so technology leaders and software teams can expect to encounter bumps in the road.

Software Development

Software Development Software Review Weak Development Team Software

Oracle makes its pitch for the enterprise cloud. Should CIOs listen?

CIO

APRIL 11, 2024

These qualities are making it easier for CIOs to adopt OCI as a second or third provider in their environment.” Infrastructure and platform services might be hosted in providers’ infrastructures or customers’ data centers, but are owned by the service provider. These days that includes generative AI. That’s not the case today.”

Enterprise

Enterprise Artificial Inteligence Cloud Generative AI

ChatGPT isn’t an AI strategy—but it should be a strategic tool

CIO

DECEMBER 18, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax For all the deserved enthusiasm about the potential of generative AI, “ ChatGPT is not your AI strategy ” remains sound advice. The key is making intentional choices about where the quality comes from. At first glance that might sound like a tradeoff.

Artificial Inteligence

Artificial Inteligence ChatGPT Strategy Generative AI

6 tough AI discussions every IT leader must have

CIO

JANUARY 9, 2024

Few technologies have provoked the same amount of discussion and debate as artificial intelligence, with workers, high-profile executives, and world leaders waffling between praise and fears over AI. IT leaders say they’re discussing everything from the costs of AI implementations to whether AI is the existential threat to humanity some fear.

Artificial Inteligence

Artificial Inteligence Technical Review Generative AI Artificial Intelligence

Sport analytics leverage AI and ML to improve the game

CIO

APRIL 8, 2024

Nearly 10 years ago, Bill James, a pioneer in sports analytics methodology, said if there’s one thing he wished more people understood about sabermetrics, pertaining to baseball, it’s that the data is not the point. The point is to use the data like a razor to cut through false convictions to find the truth.

Sport

Sport Games Analytics Artificial Inteligence

Prioritizing AI? Don’t shortchange IT fundamentals

CIO

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.

Artificial Inteligence

Artificial Inteligence Generative AI Software Review Development Team Review

12 most popular AI use cases in the enterprise today

CIO

SEPTEMBER 19, 2023

Organizations all around the globe are implementing AI in a variety of ways to streamline processes, optimize costs, prevent human error, assist customers, manage IT systems, and alleviate repetitive tasks, among other uses. And with the rise of generative AI, artificial intelligence use cases in the enterprise will only expand.

Artificial Inteligence

Artificial Inteligence Enterprise Artificial Intelligence Generative AI

How to capitalize on ‘Trustworthy AI’

CIO

OCTOBER 16, 2023

Recent, rapid advances in artificial intelligence (AI) may represent one of the biggest FOMO moments ever , so, it’s critical that decision-makers get out in front of the wave and figure out how to implement Trustworthy AI. Where your data comes from, who it comes from, how it’s governed is all very important.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Generative AI How To

8 data strategy mistakes to avoid

CIO

JANUARY 24, 2024

Organizations can’t afford to mess up their data strategies, because too much is at stake in the digital economy. How enterprises gather, store, cleanse, access, and secure their data can be a major factor in their ability to meet corporate goals. Here are some data strategy mistakes IT leaders would be wise to avoid.

Strategy

Strategy Weak Development Team Data CTO Coach

How CIOs use AI to elevate CX services

CIO

MARCH 6, 2024

IT industry researchers believe the biggest impact of gen AI this year will be in customer experience (CX), with organizations using vast amounts of data to communicate with consumers and resolve problems faster. Some companies are already making significant progress.

Generative AI

Generative AI Artificial Inteligence Weak Development Team Banking

The potential for generative AI in government and public services

CIO

FEBRUARY 20, 2024

Governments and public service agencies understand the enormous potential of generative AI. Recent research by McGuire Research Services for Avanade, shows 82% of government employees are using AI on a daily or weekly basis, while 84% of organisations plan to increase their IT investments by up to 24% to take advantage of AI.

Generative AI

Generative AI Government Artificial Inteligence Policies

Making OT-IT integration a reality with new data architectures and generative AI

CIO

FEBRUARY 20, 2024

Manufacturers have long held a data-driven vision for the future of their industry. It’s one where near real-time data flows seamlessly between IT and operational technology (OT) systems. Legacy data management is holding back manufacturing transformation Until now, however, this vision has remained out of reach.

Generative AI

Generative AI Architecture Data Artificial Inteligence

Exposure to new workplace technologies linked to lower quality of life

CIO

MARCH 18, 2024

Exposure to new technologies such as trackers, robots, and AI software in the workplace work is linked with lower quality of life for workers, a UK study has found. AI software, and 23.7% Fewer than 25% of those surveyed frequently used these emerging technologies, with 20.2% using wearables, 20.8%

Technical Review

Technical Review Artificial Inteligence Technology Study

American Honda IT to fuel innovation with generative AI

CIO

FEBRUARY 23, 2024

Generative AI takes a front seat As for that AI strategy, American Honda’s deep experience with machine learning positions it well to capitalize on the next wave: generative AI. The ascendent rise of generative AI last year has applied pressure on CIOs across all industries to tap its potential.

Generative AI

Generative AI Innovation Automotive Technical Review

Decoding Salesforce’s plausible $11 billion bid to acquire Informatica

CIO

APRIL 17, 2024

Salesforce’s reported bid to acquire enterprise data management vendor Informatica could mean consolidation for the integration platform-as-a-service (iPaaS) market and a new revenue stream for Salesforce, according to analysts. Informatica offers similar services via its Intelligent Data Management Cloud (IDMC) platform.

Generative AI

Generative AI Enterprise Airlines Software Review

Implications of generative AI for enterprise security

CIO

OCTOBER 10, 2023

Generative AI has quickly changed what the world thought was possible with artificial intelligence, and its mainstream adoption may seem shocking to many who don’t work in tech. A technology inflection point Generative AI operates on neural networks powered by deep learning systems, just like the brain works.

Generative AI

Generative AI Enterprise ChatGPT Artificial Intelligence

Why Data Quality Matters in the Age of Generative AI

Don’t Let Poor Data Quality Derail Your AI Dreams

Webinars

Trending Sources

Don’t Let Poor Data Quality Derail Your AI Dreams

Webinars

Data Quality in the Age of AI: A User Story

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Accelerating Industry 4.0 at warp speed: The role of GenAI at the factory edge

Avoid generative AI malaise to innovate and build business value

AI and generative AI are revolutionizing manufacturing…here’s how

Generative AI and CIO.com: helping you get the Smart Answers you need

CIOs weigh where to place AI bets — and how to de-risk them

Rocket Mortgage lays foundation for generative AI success

The path to socially responsible AI

Microsoft and Cognizant team up to boost enterprise Copilot adoption

By enabling “ask and expert” capabilities, generative AI like Microsoft Copilot will transform manufacturing

What is your data strategy for an AI future?

What LinkedIn learned leveraging LLMs for its billion users

Salesforce’s Einstein 1 platform to get new prompt-engineering features

AI adoption accelerates as enterprise PoCs show productivity gains

3 areas where gen AI improves productivity — until its limits are exceeded

Databricks acquires Lilac AI to boost data quality for LLM training

Pentagon’s first chief AI officer leaves after two years

When your AI chatbots mess up

6 key considerations for selecting an AI systems vendor

Oracle adds AI capabilities to its Fusion Cloud CX

OneFamily’s response to the data quality question

Survey: Execs eager to implement generative AI, but few know how

10 most in-demand generative AI skills

Gaining an AI advantage: Not all AIs are created equal

The early returns on gen AI for software development

Oracle makes its pitch for the enterprise cloud. Should CIOs listen?

ChatGPT isn’t an AI strategy—but it should be a strategic tool

6 tough AI discussions every IT leader must have

Sport analytics leverage AI and ML to improve the game

Prioritizing AI? Don’t shortchange IT fundamentals

12 most popular AI use cases in the enterprise today

How to capitalize on ‘Trustworthy AI’

8 data strategy mistakes to avoid

How CIOs use AI to elevate CX services

The potential for generative AI in government and public services

Making OT-IT integration a reality with new data architectures and generative AI

Exposure to new workplace technologies linked to lower quality of life

American Honda IT to fuel innovation with generative AI

Decoding Salesforce’s plausible $11 billion bid to acquire Informatica

Implications of generative AI for enterprise security

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