CIO

NOVEMBER 27, 2024

Today, enterprises are leveraging various types of AI to achieve their goals. Just as DevOps has become an effective model for organizing application teams, a similar approach can be applied here through machine learning operations, or “MLOps,” which automates machine learning workflows and deployments.

Architecture 190

Architecture Artificial Inteligence Data Development Team Review 190

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

Generative AI 111

Generative AI AWS Artificial Inteligence Enterprise 111

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

AWS Machine Learning - AI

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Generative AI 100

Generative AI Technical Review Software Review Systems Review 100

CIO

JANUARY 6, 2025

They want to expand their use of artificial intelligence, deliver more value from those AI investments, further boost employee productivity, drive more efficiencies, improve resiliency, expand their transformation efforts, and more. I am excited about the potential of generative AI, particularly in the security space, she says.

Generative AI 210

Generative AI Artificial Inteligence Off-The-Shelf Innovation 210

AWS Machine Learning - AI

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt.

Generative AI 112

Generative AI Artificial Inteligence Industry Analysis 112

CIO

OCTOBER 23, 2024

Since 2022, the tech industry has experienced massive layoffs, as large tech companies have reduced their workforce numbers in response to rising interest rates and emerging generative AI technology. AI is a top focus for organizations, and tech talent with AI skills are much more in demand than those without AI related skills.

Marketing 193

Marketing Artificial Inteligence Generative AI Artificial Intelligence 193

CIO

JANUARY 30, 2025

While most provisions of the EU AI Act come into effect at the end of a two-year transition period ending in August 2026, some of them enter force as early as February 2, 2025. We joined the pact right away because Adecco is an early adopter: Tthe HR and staffing sector is very impacted by AI, says Proietti.

Compliance 191

Compliance Artificial Inteligence Enterprise Artificial Intelligence 191

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. To maximize performance and optimize training, organizations frequently need to employ advanced distributed training strategies.

Training 108

Training Artificial Inteligence AWS Machine Learning 108

CIO

DECEMBER 5, 2024

Combined with an April IDC survey that found organizations launching an average of 37 AI POCs, the September survey suggests many CIOs have been throwing the proverbial spaghetti at the wall to see what sticks, says Daniel Saroff, global vice president for consulting and research services at IDC.

Metrics 184

Metrics Artificial Inteligence Fractional CTO Strategic Planning 184

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI 109

Generative AI Video Engineering Artificial Inteligence 109

CIO

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. The result is Myrddin, an AI-based cyber wizard that provides answers and guidance to IT teams undergoing CMMC assessments. To address compliance fatigue, Camelot began work on its AI wizard in 2023.

Compliance 170

Compliance Artificial Inteligence Guidelines Artificial Intelligence 170

CIO

AUGUST 9, 2024

As business leaders look to harness AI to meet business needs, generative AI has become an invaluable tool to gain a competitive edge. What sets generative AI apart from traditional AI is not just the ability to generate new data from existing patterns.

Generative AI 215

Generative AI Artificial Inteligence Virtualization Training 215

CIO

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data.

Artificial Inteligence 170

Artificial Inteligence Engineering Data Storage 170

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). For this post, we run the code in a Jupyter notebook within VS Code and use Python.

Software Review 116

Software Review Artificial Inteligence Generative AI AWS 116

CIO

NOVEMBER 7, 2024

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. We activate the AI just in time,” says Sastry Durvasula, chief information and client services officer at financial services firm TIAA.

Off-The-Shelf 197

Off-The-Shelf Generative AI Artificial Inteligence Training 197

CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. We have companies trying to build out the data centers that will run gen AI and trying to train AI,” he says. Gartner’s new 2025 IT spending projection , of $5.75

Data Center 199

Data Center Artificial Inteligence Generative AI Artificial Intelligence 199

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Adherence to responsible and ethical AI practices were a priority for Principal.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. You need people who are trained to see that.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

CIO

OCTOBER 23, 2024

Artificial intelligence is an early stage technology and the hype around it is palpable, but IT leaders need to take many challenges into consideration before making major commitments for their enterprises. Analysts at this week’s Gartner IT Symposium/Xpo spent tons of time talking about the impact of AI on IT systems and teams.

Enterprise 202

Enterprise Minimum Viable Product Generative AI Artificial Intelligence 202

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

AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

Generative AI 92

Generative AI Organization Enterprise Artificial Inteligence 92

AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

Artificial Inteligence 74

Artificial Inteligence Training AWS Machine Learning 74

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. In particular, theyre great at generating and explaining small pieces of self-contained code (e.g., Yes and no.

Generative AI 71

Generative AI Artificial Inteligence ChatGPT UI/UX 71

CIO

NOVEMBER 11, 2024

Those bullish numbers don’t surprise many CIOs, as IT leaders from nearly every vertical are rolling out generative AI proofs of concept, with some already in production. Cloud providers have become the one-stop shop for everything an enterprise needs to get started with AI and scale as demand increases.”

Generative AI 206

Generative AI Artificial Inteligence Government Azure 206

CIO

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. The LLM gives agents the ability to confirm all responses suggested by the model. Built to extend For UPS, contact center use of generative AI is just a springboard.

Generative AI 210

Generative AI Artificial Inteligence Knowledge Base Training 210

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 rest are on premises.

Generative AI 200

Generative AI Artificial Inteligence AWS Machine Learning 200

CIO

DECEMBER 3, 2024

“A certain level of understanding when it comes to AI is required, especially amongst the executive teams,” he says. But it’s important to understand that AI is an extremely broad field and to expect non-experts to be able to assist in machine learning, computer vision, and ethical considerations simultaneously is just ridiculous.”

Strategy 197

Strategy Fractional CTO Training Artificial Inteligence 197

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 203

Airlines LAN Generative AI Travel 203

Crunchbase News

JANUARY 2, 2025

You can also check out the top AI rounds of 2023 here. Artificial intelligence dominated the venture landscape last year. This deal also isnt the only time well see Elon Musk s generative AI startup on this list. Grok is trained off data from another Musk-owned company, X, (formerly Twitter).

Artificial Inteligence 138

Artificial Inteligence Artificial Intelligence ChatGPT Journal 138

CIO

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. With Databricks, the firm has also begun its journey into generative AI. ML and generative AI, Beswick emphasizes, are “separate” and must be handled differently.

Generative AI 180

Generative AI Technical Advisors Insurance Weak Development Team 180

CIO

DECEMBER 11, 2024

The main commercial model, from OpenAI, was quicker and easier to deploy and more accurate right out of the box, but the open source alternatives offered security, flexibility, lower costs, and, with additional training, even better accuracy. Another consideration is the size of the LLM, which could impact inference time.

Open Source 169

Open Source Artificial Inteligence Technical Review Software Review 169

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence 95

Artificial Inteligence Generative AI Training Metrics 95

CIO

JUNE 13, 2024

Over the past year, generative AI – artificial intelligence that creates text, audio, and images – has moved from the “interesting concept” stage to the deployment stage for retail, healthcare, finance, and other industries. On today’s most significant ethical challenges with generative AI deployments….

Generative AI 206

Generative AI Artificial Inteligence Innovation Artificial Intelligence 206

Perficient

DECEMBER 31, 2024

Generative AI is a rapidly evolving field, and understanding its key terminologies is crucial for anyone seeking to navigate this exciting landscape. This blog post will serve as a comprehensive guide, breaking down essential concepts like Large Language Models (LLMs), prompt engineering, embeddings, fine-tuning, and more.

Generative AI 52

Generative AI Artificial Inteligence Software Review Systems Review 52

Cloudera

JANUARY 9, 2025

As the AI landscape evolves from experiments into strategic, enterprise-wide initiatives, its clear that our naming should reflect that shift. Thats why were moving from Cloudera Machine Learning to Cloudera AI. This isnt just a new label or even AI washing. Ready to experience Cloudera AI firsthand?

Artificial Inteligence 85

Artificial Inteligence Machine Learning Enterprise Artificial Intelligence 85

CIO

AUGUST 19, 2024

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train.

Generative AI 215

Generative AI Artificial Inteligence Organization Technical Review 215