Palo Alto Networks

APRIL 2, 2024

Artificial intelligence (AI) plays a crucial role in both defending against and perpetrating cyberattacks, influencing the effectiveness of security measures and the evolving nature of threats in the digital landscape. As cybersecurity continuously evolves, so does the technology that powers it.

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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 That makes it impractical to train an LLM from scratch. million in compute alone 2.

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Artificial Inteligence Enterprise Generative AI Technical Review 293

CIO

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). A quick explainer: In AI inferencing , organizations take a LLM that is pretrained to recognize relationships in large datasets and generate new content based on input, such as text or images.

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Artificial Inteligence Generative AI Storage Artificial Intelligence 337

CIO

MAY 15, 2024

Its core capability—using large language models (LLMs) to create content, whether it’s code or conversations—can introduce a whole new layer of engagement for organizations. That’s why experts estimate the technology could add the equivalent of $2.6 Is there a risk of enterprise data being exposed via an LLM

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CIO

DECEMBER 6, 2023

Many enterprises are accelerating their artificial intelligence (AI) plans, and in particular moving quickly to stand up a full generative AI (GenAI) organization, tech stacks, projects, and governance. We think this is a mistake, as the success of GenAI projects will depend in large part on smart choices around this layer.

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CIO

MARCH 18, 2024

For successful AI deployments, IT leaders not only need the latest GPU/CPU silicon, they also need artificial intelligence (AI) servers that establish a foundation. Performance boost technology ASUS developed three capabilities to further improve processor performance. To learn more, visit [link] Artificial Intelligence

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CIO

JANUARY 22, 2024

However, understanding what’s going on with some large language models (LLMs) in terms of how they’ve been trained, and on what data and whether the outputs can be trusted, is another matter considering the increasing rate of hallucinations. But what about most enterprises without access to such data?

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Artificial Inteligence Strategy Data Artificial Intelligence 329

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. To learn more, visit [link] Artificial Intelligence They’re finding that AI success is a complex task, and they need all they help they can get.

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Xebia

JANUARY 11, 2024

Collective decision-making supported by artificial intelligence (AI) is the key to boosting performance. Both human and artificial intelligence play important roles. For example, in the financial industry, it’s becoming very common to support primary decision processes with machine learning or rules-based AI.

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Artificial Inteligence Artificial Intelligence Leadership Culture 147

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.

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Generative AI Artificial Inteligence Programming Azure 332

CIO

MARCH 18, 2024

SAP and Nvidia announced an expanded partnership today with an eye to deliver the accelerated computing that customers need in order to adopt large language models (LLMs) and generative AI at scale. We wanted to design it in a way that customers don’t have to care about complexity,” he said.

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Artificial Inteligence Generative AI Microservices Artificial Intelligence 289

TechCrunch

APRIL 7, 2021

One of the more tedious aspects of machine learning is providing a set of labels to teach the machine learning model what it needs to know. It also announced a new tool called Application Studio that provides a way to build common machine learning applications using templates and predefined components.

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Artificial Inteligence Machine Learning Artificial Intelligence Data 333

CIO

APRIL 30, 2024

Saudi Aramco is spearheading the innovations by embracing cutting-edge technologies like artificial intelligence, both within its core operations and beyond, which places the company ahead of the curve. These images are then analyzed using machine learning algorithms to detect oil spills and pollutants.

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Artificial Inteligence Artificial Intelligence Strategy Generative AI 284

CIO

MAY 14, 2024

During the second phase, NLP and ML models created and trained by the King County Department of IT extract the pertinent information from these digitized reports. The ML models include classic ML and deep learning to predict category labels from the narrative text in reports.

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Artificial Inteligence Machine Learning Report Artificial Intelligence 244

Xebia

JULY 25, 2023

It’s an expedition into the unknown, a chronicle of innovation, and most importantly, a celebration of how creativity and technology can together compose a beautiful symphony. In this era of rapid technological advancement, Artificial Intelligence (AI) is no longer confined to data analytics or automated systems.

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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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Artificial Inteligence Cloud Generative AI ChatGPT 98

Apiumhub

MAY 15, 2024

Artificial Intelligence 101 has become a transformative force in many areas of our society, redefining our lives, jobs, and perception of the world. AI involves the use of systems or machines designed to emulate human cognitive ability, including problem-solving and learning from previous experiences.

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Artificial Inteligence Artificial Intelligence Generative AI Technical Review 81

CIO

JANUARY 24, 2024

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. AI’s broad applicability and the popularity of LLMs like ChatGPT have IT leaders asking: Which AI innovations can deliver business value to our organization without devouring my entire technology budget?

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John Snow Labs

JULY 4, 2023

What are Medical Large Language Models (LLMs)? Now, picture a technology that can process and understand this vast amount of medical text, just like a human would. Now, picture a technology that can process and understand this vast amount of medical text, just like a human would.

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Artificial Inteligence Healthcare Software Review Systems Review 52

CIO

APRIL 25, 2024

And at LinkedIn scale, those matchmaking processes have always relied on technology. 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).

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Artificial Inteligence Generative AI Metrics Azure 349

CIO

DECEMBER 18, 2023

A primary fear is that employees, partners, and organizational stakeholders might share everything from private data to source code into public large language models (LLMs), expose proprietary information and intellectual property, or reveal vulnerabilities to exploit.

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Artificial Inteligence Enterprise Generative AI Firewall 293

AWS Machine Learning - AI

MARCH 28, 2024

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains.

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CIO

JULY 26, 2023

It is fully integrated with conversational artificial intelligence, creating a human-like interface to simplify engagement and communication. They are designed to interact with humans and perform certain actions, using natural language processing, and other artificial intelligence (AI) techniques.

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Artificial Inteligence Healthcare Technical Review Technology 246

CIO

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households.

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Artificial Inteligence Generative AI ChatGPT Open Source 329

John Snow Labs

OCTOBER 16, 2023

The recent NLP Summit served as a vibrant platform for experts to delve into the many opportunities and also challenges presented by large language models (LLMs). billion by 2028, LLMs play a pivotal role in this growth trajectory. As the market for generative AI solutions is poised to hit $51.8 Unstructured.IO

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Artificial Inteligence Generative AI Technical Review Systems Review 52

AWS Machine Learning - AI

DECEMBER 5, 2023

New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases. Speed is of the essence, and adoption of LLM technologies can make or break a business’s competitive advantage.

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Artificial Inteligence Enterprise Generative AI Data 89

CIO

MAY 10, 2024

The bill does not limit AI’s definition to any specific area, such as generative AI, large language models (LLMs), or machine learning. Instead, any means of artificial intelligence, including using an optical character reader (OCR) to scan resumes, is covered.

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Artificial Inteligence Compliance Artificial Intelligence Technical Review 261

Xebia

APRIL 2, 2024

After months of crunching data, plotting distributions, and testing out various machine learning algorithms you have finally proven to your stakeholders that your model can deliver business value. Serving a model cannot be too hard, right? Many different factors influence the architecture around a machine learning model.

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Artificial Inteligence Machine Learning Architecture Data 162

CIO

OCTOBER 24, 2023

It’s been almost one year since a new breed of artificial intelligence took the world by storm. The capabilities of these new generative AI tools, most of which are powered by large language models (LLM), forced every company and employee to rethink how they work. Training a large model is costly.

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CIO

JUNE 6, 2024

Meta is facing renewed scrutiny over privacy concerns as the privacy advocacy group NOYB has lodged complaints in 11 countries against the company’s plans to use personal data for training its AI models.

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Artificial Inteligence Artificial Intelligence Data Technical Review 322

Successful Software

FEBRUARY 18, 2024

I’m sure we are all familiar with the idea of a technological singularity. The process accelerates through a positive feedback loop, until we reach a technological singularity, where puny human intelligence is quickly left far behind. Some people seem to think that Large Language Models could be the start of this process.

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Artificial Inteligence Artificial Intelligence ChatGPT Internet 102

AWS Machine Learning - AI

APRIL 24, 2024

In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning. To increase training samples for better learning, we also used another LLM to generate feedback scores.

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Artificial Inteligence Engineering Performance Generative AI 101

CIO

APRIL 10, 2024

Seekr’s main business is building and training AIs that are transparent to enterprise and other users. Training a large foundation model versus inferencing on a smaller, distilled model take different types of compute.” Artificial Intelligence, Cloud Computing, Intel, Technology Industry

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Artificial Inteligence Cloud Hardware Training 293

CIO

SEPTEMBER 29, 2022

s unique about the [chief data officer] role is it sits at the cross-section of data, technology, and analytics,â?? s unique about the role is it sits at the cross-section of data, technology, and analytics. Here are some edited excerpts of that conversation. s a unique role and itâ??s s been a great journey.

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Artificial Inteligence Machine Learning Travel Technical Review 335

CIO

JULY 14, 2023

But many organizations are limiting use of public tools while they set policies to source and use generative AI models. As so often happens with new technologies, the question is whether to build or buy. A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data.

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Generative AI Artificial Inteligence Open Source ChatGPT 246

CIO

SEPTEMBER 8, 2023

While computing technologies and enhanced access to data may have helped businesses make better routine, low-value decisions, anything more complex still requires human input and oversight. Hallucinations can be reduced within enterprise deployments by fine-tuning LLMs through training them on private data that’s been verified.

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Artificial Inteligence Enterprise ChatGPT Generative AI 307

John Snow Labs

JUNE 27, 2023

Prepare to be amazed as we delve into the world of Large Language Models (LLMs) – the driving force behind NLP’s remarkable progress. In this comprehensive overview, we will explore the definition, significance, and real-world applications of these game-changing models. What are Large Language Models (LLMs)?

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