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

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Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

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

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. We could hire five people.’”

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Metrics Artificial Inteligence Fractional CTO Strategic Planning 187

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

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.

Generative AI 197

Generative AI Survey Education Training 197

AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how to maintain high performance while reducing costs and latency. This provides optimal performance by maintaining the same structure the model was trained on.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Training 112

CIO

FEBRUARY 20, 2024

Governments and public services agencies are keen to push forwards with generative AI. Yet making this shift isn’t simply a matter of adopting generative AI tools and hoping this alone will drive success. Data also needs to be sorted, annotated and labelled in order to meet the requirements of generative AI.

Generative AI 173

Generative AI Government Infrastructure Cloud 173

TechCrunch

APRIL 13, 2023

Bedrock, meet the Bedrock, it’s part of the modern generative AI family. From the town of Seattle comes Amazon’s entrance into the generative AI race with an offering called Bedrock, writes Kyle. But also because Kyle ’s story about Amazon entering the generative AI race was the most-read story on TechCrunch today.

Generative AI 228

Generative AI Development Cloud Artificial Intelligence 228

CIO

SEPTEMBER 13, 2023

Generative AI will soon be everywhere — including in Salesforce’s Net Zero Cloud environmental, social, and governance (ESG) reporting tool. Salesforce expects to add the new generative AI capabilities in spring 2024, it said. In other words, using generative AI can increase greenhouse gas emissions.

Generative AI 192

Generative AI .Net Report Artificial Inteligence 192

CIO

APRIL 7, 2023

Generative AI (GenAI), the basis for tools like OpenAI ChatGPT, Google Bard and Meta LLaMa, is a new AI technology that has quickly moved front and center into the global limelight. The time required to train general-purpose LLMs can take months. Five days after its launch, ChatGPT exceeded 1 million users 1.

Artificial Inteligence 158

Artificial Inteligence Generative AI Enterprise Meeting 158

AWS Machine Learning - AI

APRIL 16, 2024

Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. The biggest concern we hear from customers as they explore the advantages of generative AI is how to protect their highly sensitive data and investments.

Generative AI 141

Generative AI AWS Artificial Inteligence Infrastructure 141

CIO

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. But CIOs are cautiously evaluating how to safely deploy generative AI in the enterprise, and what guard-rails to put around it.

Generative AI 148

Generative AI Enterprise Software ChatGPT 148

CIO

AUGUST 9, 2023

It’s an appropriate takeaway for another prominent and high-stakes topic, generative AI. Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). What does this have to do with technology?

Generative AI 148

Generative AI Storage Scalability Technical Review 148

CIO

MARCH 18, 2024

They’re split into two main categories — Nvidia NIM, which covers microservices related to deploying production AI models, and CUDA-X, for microservices like cuOpt, the company’s optimization engine. A host of further integrations is also coming to AI Enterprise 5.0, Nvidia’s AI Enterprise 5.0 the company said.

Generative AI 147

Generative AI Microservices Artificial Inteligence Enterprise 147

John Snow Labs

APRIL 29, 2025

In the era of large language models (LLMs)where generative AI can write, summarize, translate, and even reason across complex documentsthe function of data annotation has shifted dramatically. What was once a preparatory task for training AI is now a core part of a continuous feedback and improvement cycle.

Artificial Inteligence 52

Artificial Inteligence Training Tools Generative AI 52

O'Reilly Media - Ideas

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. Many AI adopters are still in the early stages. What’s the reality?

Generative AI 137

Generative AI Enterprise ChatGPT Open Source 137

CIO

APRIL 1, 2024

GPU powerhouse Nvidia has bet its future on AI, and a handful of recent announcements focus on pushing the technology’s capabilities forward while making it available to more organizations. As LLM AIs trained in 2023 are deployed, “CIOs will learn what works and what doesn’t, and so a retrain and redeployment cycle will begin,” Rau says.

Hardware 148

Hardware Artificial Inteligence Off-The-Shelf Generative AI 148

Arista

MARCH 12, 2025

Modern AI is now multimodal, handling text, images, audio, and video (e.g., As AI models continue to scale and evolve, they require massive parallel computing, specialized hardware (GPUs, TPUs), and crucially, optimized networking to ensure efficient training and inference.

Generative AI 67

Generative AI Network Hardware Video 67

CIO

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. CIOs are also turning to OEMs such as Dell Project Helix or HPE GreenLake for AI, IDC points out. The heart of generative AI lies in GPUs.

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Generative AI Artificial Inteligence Fractional CTO Open Source 204

AWS Machine Learning - AI

OCTOBER 22, 2024

Although FMs offer impressive out-of-the-box capabilities, achieving a true competitive edge often requires deep model customization through pre-training or fine-tuning. However, these approaches demand advanced AI expertise, high performance compute, fast storage access and can be prohibitively expensive for many organizations.

Generative AI 90

Generative AI Training Artificial Inteligence Technical Advisors 90

Capgemini

NOVEMBER 22, 2024

Industry-specific expertise, combined with tailored AI solutions This is where our team of more than 50,000 AWS-trained consultants comes in. The hardware aspect often gets overlooked in these discussions, but it’s crucial. We’re creating immersive experiences that show real-world transformations across industries.

Generative AI 52

Generative AI AWS Automotive Energy 52

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. You can access your imported custom models on-demand and without the need to manage underlying infrastructure.

Generative AI 131

Generative AI Artificial Inteligence AWS Technical Review 131

CIO

NOVEMBER 27, 2023

ChatGPT, Stable Diffusion, and DreamStudio–Generative AI are grabbing all the headlines, and rightly so. Gen AI will become a fundamental part of how enterprises manage and deliver IT services and how business users get their work done. The results are impressive and improving at a geometric rate. Not at all. Not at all.

Artificial Inteligence 198

Artificial Inteligence Generative AI ChatGPT Open Source 198

AWS Machine Learning - AI

MARCH 4, 2024

Amazon Bedrock is the best place to build and scale generative AI applications with large language models (LLM) and other foundation models (FMs). It enables customers to leverage a variety of high-performing FMs, such as the Claude family of models by Anthropic, to build custom generative AI applications.

Generative AI 145

Generative AI AWS Artificial Inteligence Innovation 145

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

Generative AI 134

Generative AI AWS Applications Artificial Inteligence 134

AWS Machine Learning - AI

APRIL 16, 2025

The increased usage of generative AI models has offered tailored experiences with minimal technical expertise, and organizations are increasingly using these powerful models to drive innovation and enhance their services across various domains, from natural language processing (NLP) to content generation.

Artificial Inteligence 97

Artificial Inteligence Generative AI AWS Storage 97

CIO

MARCH 20, 2025

Amid this AI arms race, OpenAIs latest trademark application with the United States Patent and Trademark Office (USPTO) shows that the organization has other goals beyond LLMs. The application lists various hardware such as AI-powered smart devices, augmented and virtual reality headsets, and even humanoid robots.

Artificial Inteligence 128

Artificial Inteligence ChatGPT Artificial Intelligence Hardware 128

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

Generative AI 145

Generative AI AWS Artificial Inteligence Software Review 145

CIO

MARCH 26, 2025

AI-ready data is not something CIOs need to produce for just one application theyll need it for all applications that require enterprise-specific intelligence. Unfortunately, many IT leaders are discovering that this goal cant be reached using standard data practices, and traditional IT hardware and software.

CTO 193

CTO Data Infrastructure Artificial Inteligence 193

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

AUGUST 8, 2024

By integrating generative AI, they can now analyze call transcripts to better understand customer pain points and improve agent productivity. Additionally, they are using generative AI to extract key call drivers, optimize agent workflows, and gain deeper insights into customer sentiment.

Generative AI 125

Generative AI Artificial Inteligence AWS Machine Learning 125

CIO

MAY 14, 2024

Private cloud providers may be among the key beneficiaries of today’s generative AI gold rush as, once seemingly passé in favor of public cloud, CIOs are giving private clouds — either on-premises or hosted by a partner — a second look. The Milford, Conn.-based billion in 2024, and more than double by 2027.

Cloud 215

Cloud Generative AI Airlines AWS 215

CIO

JANUARY 24, 2024

ChatGPT has turned everything we know about AI on its head. AI encompasses many things. Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. But it’s the well-known part of AI. The price-performance value of consuming AI via the tools you already use is hard to beat.

Artificial Inteligence 168

Artificial Inteligence Generative AI ChatGPT Machine Learning 168

AWS Machine Learning - AI

MAY 1, 2024

It comes in a range of parameter sizes—7 billion, 13 billion, and 70 billion—as well as pre-trained and fine-tuned variations. Many practitioners fine-tune or pre-train these Llama 2 models with their own text data to improve accuracy for their specific use case.

AWS 122

AWS Artificial Inteligence Training Generative AI 122

CIO

APRIL 27, 2023

In a few short months, generative AI has become a very hot topic. Looking beyond the hype, generative AI is a groundbreaking technology, enabling novel capabilities as it moves rapidly into the enterprise world. Here are ways to proactively preserve trust in generative AI implementations.

Generative AI 109

Generative AI Enterprise Artificial Inteligence Insurance 109

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 103

Artificial Inteligence AWS Machine Learning Load Balancer 103

CIO

OCTOBER 3, 2024

Some CIOs, especially from large enterprises that still rely on the mainframe’s batch-processing prowess, are taking a hard look at IBM’s next-gen mainframe to run — but not train — generative AI models. IBM continues to demonstrate that it has an advanced approach to AI, which includes embedding AI into the z16.

Artificial Inteligence 210

Artificial Inteligence Generative AI Machine Learning Enterprise 210