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.

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CIO

JULY 14, 2023

Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations. Since the release of ChatGPT last November, interest in generative AI has skyrocketed.

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CIO

SEPTEMBER 9, 2024

When it comes to the different types of artificial intelligence (AI), 1+1+1 can equal more than three. Composite AI combines causal, predictive, and generative AI to supercharge AIOps, reducing mean time to resolution (MTTR) from hours or days to minutes. GenAI can even create working code.

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CIO

APRIL 25, 2023

Let’s explore ChatGPT, generative AI in general, how leaders might expect the generative AI story to change over the coming months, and how businesses can stay prepared for what’s new now—and what may come next. It’s only one example of generative AI. What is ChatGPT?

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CIO

JANUARY 22, 2024

Fast-paced advancements in generative AI will change the core operations of every healthcare organization. AI-driven technology is not just a side project anymore. AI solutions including Generative AI are finally advanced enough to deploy at scale and provide a frictionless customer experience.

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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.

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CIO

JANUARY 9, 2024

That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many Here’s a quick read about how enterprises put generative AI to work). million in compute alone 2.

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Artificial Inteligence Enterprise Generative AI Technical Review 286

AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

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CIO

SEPTEMBER 29, 2023

Generative AI (GenAI) is not just the topic of the hour – it may well be the topic of the decade and beyond. Until a year ago, when people suggested that AI was already mainstream and asked what the next big thing would be, I replied that we had not reached the end state of AI yet. Artificial Intelligence

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CIO

JUNE 13, 2024

That’s what a number of IT leaders are learning of late, as the AI market and enterprise AI strategies continue to evolve. But purpose-built small language models (SLMs) and other AI technologies also have their place, IT leaders are finding, with benefits such as fewer hallucinations and a lower cost to deploy.

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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. Well, many things.

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AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. It sends it back to the WebSocket via the Lambda function.

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CIO

SEPTEMBER 6, 2023

Since ChatGPT’s release in November of 2022, there have been countless conversations on the impact of similar large language models. Generative AI has forced organizations to rethink how they work and what can and should be adjusted. Even with safeguards in place, AI might be capable of breaking security.

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CIO

OCTOBER 25, 2023

From IT, to finance, marketing, engineering, and more, AI advances are causing enterprises to re-evaluate their traditional approaches to unlock the transformative potential of AI. What can enterprises learn from these trends, and what future enterprise developments can we expect around generative AI?

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AWS Machine Learning - AI

FEBRUARY 6, 2024

To support overarching pharmacovigilance activities, our pharmaceutical customers want to use the power of machine learning (ML) to automate the adverse event detection from various data sources, such as social media feeds, phone calls, emails, and handwritten notes, and trigger appropriate actions.

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CIO

MARCH 7, 2023

Vince Kellen understands the well-documented limitations of ChatGPT, DALL-E and other generative AI technologies — that answers may not be truthful, generated images may lack compositional integrity, and outputs may be biased — but he’s moving ahead anyway. Generative AI can facilitate that.

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Generative AI Artificial Inteligence Enterprise Software Review 278

CIO

DECEMBER 13, 2023

Advances in AI, particularly generative AI, have made deriving value from unstructured data easier. Yet IDC says that “master data and transactional data remain the highest percentages of data types processed for AI/ML solutions across geographies.” What’s different now? What’s hiding in your unstructured data?

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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.

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CIO

JUNE 27, 2024

Seven companies that license music, images, videos, and other data used for training artificial intelligence systems have formed a trade association to promote responsible and ethical licensing of intellectual property.

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Training Generative AI Data Artificial Intelligence 308

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.

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AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

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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.

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AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. We then discuss how building on a secure foundation is essential for generative AI.

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Artificial Inteligence Generative AI Security Applications 126

AWS Machine Learning - AI

JULY 24, 2024

Large language models (LLMs) have achieved remarkable success in various natural language processing (NLP) tasks, but they may not always generalize well to specific domains or tasks. You can customize the model using prompt engineering, Retrieval Augmented Generation (RAG), or fine-tuning.

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CIO

FEBRUARY 12, 2024

By Chet Kapoor, Chairman & CEO at DataStax Along with the exciting possibilities of generative AI (genAI), there have been concerns around job (in)security and displacement. For example: Transparent communication about the potential impact of genAI on job roles and responsibilities. Chet earned his B.S.

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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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CIO

NOVEMBER 27, 2023

ChatGPT, Stable Diffusion, and DreamStudio–Generative AI are grabbing all the headlines, and rightly so. Intelligent assistants are already changing how we search, analyze information, and do everything from creating code to securing networks and writing articles. The results are impressive and improving at a geometric rate.

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CIO

MAY 15, 2024

Generative AI (GenAI) has the potential to transform entire industries, especially in customer service and coding. If Act One of digital transformation was building applications—for example, building omnichannel customer experiences—then Act Two is adding GenAI. Is there a risk of enterprise data being exposed via an LLM ?

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AWS Machine Learning - AI

AUGUST 15, 2024

The advent of generative artificial intelligence (AI) provides organizations unique opportunities to digitally transform customer experiences. In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI.

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CIO

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. Here’s what I learned. What a difference a few months makes. Privacy leaks?

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CIO

DECEMBER 18, 2023

Over the summer, I wrote a column about how CIOs are worried about the informal rise of generative AI in the enterprise. Since then, many CIOs I’ve spoken with have grappled with enterprise data security and privacy issues around AI usage in their companies. So, simply blocking LLM access is not the right answer.

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Honeycomb

JULY 3, 2024

Generative AI is having a bit of a moment—well, maybe more than just a bit. But what if you see stories detailing a six month old AI firm with no revenue seeking a $2 billion valuation and feel something other than excitement in the pit of your stomach? New large language models (LLMs) do represent a step change in capability.

Artificial Inteligence 105

Artificial Inteligence Generative AI Machine Learning Software Review 105

AWS Machine Learning - AI

AUGUST 22, 2024

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently.

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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. Model sizes: ~Millions to billions of parameters.

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Artificial Inteligence Generative AI ChatGPT Machine Learning 258

CIO

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). I wouldn’t characterize LLMs as fast.

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CIO

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows.

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Prisma Clud

JULY 20, 2023

LLM and Cloud Security Let’s explore the relationship between LLMs and cloud security, discussing how these advanced models can be dangerous, as well as leveraged to improve the overall security posture of cloud-based systems. Examples of LLMs include OpenAI's ChatGPT, Google’s Bard and Microsoft's new Bing search engine.

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