CIO

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. MIT event, moderated by Lan Guan, CAIO at Accenture.

Airlines 204

Airlines LAN Generative AI Travel 204

O'Reilly Media - Ideas

FEBRUARY 25, 2025

Hi, I am a professor of cognitive science and design at UC San Diego, and I recently wrote posts on Radar about my experiences coding with and speaking to generative AI tools like ChatGPT. This allows you to visually step through its execution and ask the AI follow-up questions about it. Yes and no.

Generative AI 87

Generative AI Artificial Inteligence ChatGPT UI/UX 87

CIO

NOVEMBER 1, 2024

With Databricks, the firm has also begun its journey into generative AI. The company started piloting a gen AI Assistant roughly 18 months ago that is now available to 90,000 employees globally, Beswick says, noting that the assistant now runs about 2 million requests per month.

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Generative AI Technical Advisors Insurance Weak Development Team 183

AWS Machine Learning - AI

OCTOBER 29, 2024

Furthermore, these notes are usually personal and not stored in a central location, which is a lost opportunity for businesses to learn what does and doesn’t work, as well as how to improve their sales, purchasing, and communication processes. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

CIO

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. Customer service is emerging as one of the top use cases for generative AI in today’s enterprise, says Daniel Saroff, group vice president of consulting and research at IDC.

Generative AI 210

Generative AI Artificial Inteligence Knowledge Base Training 210

CIO

MARCH 11, 2025

The benchmark tests the ability of a model to generate functional and logical code from natural language descriptions. Paper: Evaluating Large Language Models Trained on Code Domain-specific benchmarks MultiMedQA : MultiMedQA combines six medical datasets, including PubMedQA and MedQA, to test the applicability of models in medical contexts.

Artificial Inteligence 187

Artificial Inteligence How To Metrics Software Review 187

CIO

JUNE 3, 2024

For generative AI, a stubborn fact is that it consumes very large quantities of compute cycles, data storage, network bandwidth, electrical power, and air conditioning. Infrastructure-intensive or not, generative AI is on the march. of the overall AI server market in 2022 to 36% in 2027.

Generative AI 209

Generative AI Infrastructure Artificial Inteligence Storage 209

AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. To answer questions that require more complex analysis of the data with industry-specific context the model would need more information than relying solely on its pre-trained knowledge. Varun Mehta is a Sr.

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CIO

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives.

Generative AI 206

Generative AI Artificial Inteligence Programming Azure 206

CIO

OCTOBER 17, 2024

Developers unimpressed by the early returns of generative AI for coding take note: Software development is headed toward a new era, when most code will be written by AI agents and reviewed by experienced developers, Gartner predicts. It may be difficult to train developers when most junior jobs disappear.

Software Review 212

Software Review Software Engineering Weak Development Team Engineering 212

CIO

NOVEMBER 1, 2024

With Databricks, the firm has also begun its journey into generative AI. The company started piloting a gen AI Assistant roughly 18 months ago that is now available to 90,000 employees globally, Beswick says, noting that the assistant now runs about 2 million requests per month.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

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 214

Generative AI Machine Learning Artificial Inteligence ChatGPT 214

CIO

OCTOBER 26, 2023

You don’t have to look further than recent headlines to know generative AI has garnered outsized attention in 2023. The case for GenAI education as part of IT’s remit At first blush, training and educating users on how to use generative AI may seem outside the typical scope of IT, but GenAI is not a typical tech transformation.

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Generative AI Technology Sport Education 213

CIO

NOVEMBER 28, 2024

For its Generative AI Readiness Report, IT services company Avanade surveyed over 3,000 business and IT executives in 10 countries from companies with at least $500 million in annual revenue. Plus, forming close partnerships with legal teams is essential to understand the new levels of risk and compliance issues that gen AI brings.

Generative AI 195

Generative AI Government Leadership Survey 195

AWS Machine Learning - AI

NOVEMBER 27, 2024

Across diverse industries—including healthcare, finance, and marketing—organizations are now engaged in pre-training and fine-tuning these increasingly larger LLMs, which often boast billions of parameters and larger input sequence length. This approach reduces memory pressure and enables efficient training of large models.

Training 102

Training Artificial Inteligence AWS Machine Learning 102

CIO

NOVEMBER 7, 2023

Generative AI adoption is growing in the workplace—and for good reason. But the double-edged sword to these productivity gains is one of generative AI’s known Achilles heels: its ability to occasionally “ hallucinate ,” or present incorrect information as fact. Here are a range of options IT can use to get started.

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Generative AI Artificial Inteligence Software Review Artificial Intelligence 195

CIO

SEPTEMBER 29, 2023

As I work with financial services and banking organizations around the world, one thing is clear: AI and generative AI are hot topics of conversation. Financial organizations want to capture generative AI’s tremendous potential while mitigating its risks. In short, yes. But it’s an evolution. billion by 2032.

Generative AI 200

Generative AI Banking Artificial Inteligence Organization 200

CIO

MARCH 3, 2025

Old rule: Train workers on new technologies New rule: Help workers become tech fluent CIOs need to help workers throughout their organizations, including C-suite colleagues and board members, do more than just use the latest technologies deployed within the organization. My invitation to IT leaders is, you should go first, he says.

Leadership 203

Leadership Training Strategy Innovation 203

CIO

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

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Generative AI Software Review Technical Review Weak Development Team 193

CIO

JANUARY 25, 2024

Despite the mass embrace of generative AI in its first year of release, most organizations remain cautious about mass adoption. Two-thirds of risk executives surveyed by Gartner consider gen AI a top emerging risk. The potential benefits of generative AI are huge, and the rewards in success are worth pursuing.

Generative AI 164

Generative AI Off-The-Shelf Strategy How To 164

CIO

FEBRUARY 16, 2024

The generative AI revolution has the power to transform how banks operate. Banks are increasingly turning to AI to assist with a wide range of tasks, from customer onboarding to fraud detection and risk regulation. So, as they leap into AI, banks must first ensure that their data is AI-ready.

Generative AI 198

Generative AI Banking Artificial Inteligence Malware 198

CIO

NOVEMBER 26, 2024

Yes, every board member has played with generative AI. And yes, I recognize that AI is different because previous hot technologies such as client/server and cloud didn’t get a parking space in the boss’s brain box. But still, few will contest that just about everything associated with IT has become a discussion of generative AI.

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Generative AI Artificial Inteligence Artificial Intelligence Trends 193

CIO

NOVEMBER 13, 2024

A company might wind up with an AI that saves a couple of workers a couple of hours, but creates a huge amount of work for a team of data scientists who have to collect and prep the training data, create and test the models, integrate them into the enterprise workflow, and then monitor performance to make sure the AI continues to work well.

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Weak Development Team Artificial Inteligence Technical Review Generative AI 212

CIO

SEPTEMBER 12, 2023

Everyone is still amazed by the way the generative AI algorithms can whip off some amazing artwork in any style and then turn on a dime to write long essays with great grammar. Every CIO and CEO has a slide or three in their deck ready to discuss how generative AI is going to transform their business.

Generative AI 187

Generative AI Artificial Inteligence Training Enterprise 187

AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 72

Generative AI Technical Review Insurance Policies 72

CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? Have you had training? For every optimistic forecast, there’s a caveat against a rush to launch.

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215

TechCrunch

MARCH 20, 2023

Generative AI is already looking like the major tech trend of 2023. The initial onboarding process requires the user — for example, a recruiter or sales executive — to record a 15-minute video based on a script provided by Tavus, which is used to train the AI.

Generative AI 220

Generative AI Video ChatGPT Real Estate 220

CIO

OCTOBER 26, 2023

In some ways, the rise of generative AI has echoed the emergence of cloud —only at a far more accelerated pace. And chief among them is that the time is now for IT to get into the driver’s seat with generative AI. 1 If IT organizations are not afraid of shadow AI yet, they should be. The upsides are palpable.

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Generative AI Survey Education Training 197

CIO

JANUARY 14, 2025

The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success.

Technical Advisors 187

Technical Advisors Strategy Training Research 187

CIO

DECEMBER 20, 2023

When I mentioned that part of my job involves thought leadership around digital trends like generative AI, the first comment was, “Wow, you must be busy this year.” Adobe Photoshop now includes a “generative fill” option to let AI take a pass at edits.

Generative AI 179

Generative AI ChatGPT Education Artificial Inteligence 179

CIO

NOVEMBER 27, 2024

But that’s exactly the kind of data you want to include when training an AI to give photography tips. Conversely, some of the other inappropriate advice found in Google searches might have been avoided if the origin of content from obviously satirical sites had been retained in the training set.

Data 211

Data Enterprise Weak Development Team Software Review 211

AWS Machine Learning - AI

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks.

Software Review 109

Software Review Artificial Inteligence Generative AI AWS 109

CIO

JANUARY 30, 2025

According to Alessandro Proietti, customer experience and innovation director of The Adecco Group Italy, another AI Pact member, the AI Act is a complex, but necessary law: the EU has rightly intervened to regulate AI not in a way that blocks it but to define the perimeter within which it can be used.

Compliance 192

Compliance Artificial Inteligence Enterprise Artificial Intelligence 192

CIO

APRIL 14, 2023

While there’s an open letter calling for all AI labs to immediately pause training of AI systems more powerful than GPT-4 for six months, the reality is the genie is already out of the bottle. When AI-generated code works, it’s sublime,” says Cassie Kozyrkov, chief decision scientist at Google. “But

Generative AI 183

Generative AI Policies Artificial Inteligence Development 183

TechCrunch

MARCH 15, 2023

The cash injection brings Adept’s total raised to $415 million, which co-founder and CEO David Luan says is being put toward productization, model training and headcount growth. ” Adept, a startup training AI to use existing software and APIs, raises $350M by Kyle Wiggers originally published on TechCrunch

Training 246

Training Software Generative AI Recruiting 246

CIO

JULY 9, 2024

The key is to take stock of the skills your organization needs to succeed and to identify how those skills might be impacted by gen AI in order to create a reskilling plan for the future. For Deloitte, the Swedish home furnishing brand provides the classic example of how gen AI is already impacting the workplace.

Generative AI 209

Generative AI Metrics Recruiting Organization 209

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. To reduce costs while continuing to use the power of AI , many companies have shifted to fine tuning LLMs on their domain-specific data using Parameter-Efficient Fine Tuning (PEFT). You can also customize your distributed training.

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AWS Artificial Inteligence Generative AI Training 99