CIO

APRIL 12, 2024

These roles include data scientist, machine learning engineer, software engineer, research scientist, full-stack developer, deep learning engineer, software architect, and field programmable gate array (FPGA) engineer. It is used to execute and improve machine learning tasks such as NLP, computer vision, and deep learning.

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Open Source Machine Learning Artificial Inteligence Generative AI 311

CIO

JUNE 13, 2024

SLMs and other traditional non-LLM AI technologies have many applications, particularly for organizations with specialized needs, says Dave Bullock, CTO at UJET, a contact-center-as-a-service provider experimenting with small language model AIs. It could be a very, very low barrier to entry.”

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Artificial Inteligence CTO Coach Generative AI Machine Learning 265

AWS Machine Learning - AI

APRIL 2, 2024

Hugging Face, founded in 2016, is the premier AI platform with over 500,000 open source models and more than 100,000 datasets. Over the past year, we have partnered to make it effortless to train, fine-tune, and deploy Hugging Face models using Amazon SageMaker , AWS Trainium , and AWS Inferentia.

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Generative AI AWS Artificial Inteligence Artificial Intelligence 80

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 Knowing these lessons before generative AI adoption will likely save time, improve outcomes, and reduce risks and potential costs.

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Artificial Inteligence Enterprise Generative AI Technical Review 258

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. Downsides: Lower accuracy; the source of dumb chatbots; not suited for unstructured data.

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Artificial Inteligence Generative AI ChatGPT Machine Learning 210

AWS Machine Learning - AI

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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Artificial Inteligence Generative AI Security Applications 115

CIO

SEPTEMBER 26, 2023

Oracle has partnered with telecommunications service provider Telmex-Triara to open a second region in Mexico in an effort to keep expanding its data center footprint as it eyes more revenue from AI and generative AI-based workloads. Cloud Architecture, Cloud Computing, Generative AI

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Cloud Strategy Generative AI Data Center 318

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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Artificial Inteligence Training Generative AI Machine Learning 89

AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users.

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Generative AI Artificial Inteligence AWS Sport 95

CIO

AUGUST 11, 2023

Natural language processing definition Natural language processing (NLP) is the branch of artificial intelligence (AI) that deals with training computers to understand, process, and generate language. Search engines, machine translation services, and voice assistants are all powered by the technology.

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Artificial Inteligence Technical Review Artificial Intelligence Systems Review 342

Altexsoft

OCTOBER 13, 2022

We just typed a few word prompts and the program generated the pic representing those words. This is something known as text-to-image translation and it’s one of many applications of what generative AI models do. The hype about generative AI is huge and it continues to grow.

Generative AI 90

Generative AI Artificial Inteligence Video Technical Review 90

CIO

SEPTEMBER 8, 2023

From developers to the C-suite, an organization that understands core AI concepts and terminology is in a better position to discuss it and innovate with AI. Arriving at this shared understanding might require AI and/or digital literacy training. During this training, it’s also important to explain the limitations of AI.

Government 300

Government Artificial Inteligence Generative AI Weak Development Team 300

CIO

MAY 16, 2024

At UPS, Parameswaran gained experience developing machine learning models and generative AI applications and plans to exploit that at Baldor when possible. Instead, “accessing and training open-source models available on Hugging Face and customizing them with small data sets will enable greatest efficiencies,” he says.

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Artificial Inteligence IoT Transportation Analytics 199

CIO

NOVEMBER 16, 2023

Generative AI is transforming the world, changing the way we create images and videos, audio, text, and code. According to a September survey of IT decision makers by Dell, 76% say gen AI will have a “significant if not transformative” impact on their organizations, and most expect to see meaningful results within the next 12 months.

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Artificial Inteligence ChatGPT Open Source Azure 320

Perficient

MAY 10, 2023

Watsonx is designed to help enterprises scale and accelerate the impact of the most advanced AI with trusted data. Watsonx will offer a studio, a data store, and a governance toolkit for building, tuning, and deploying foundation models and generative AI across any cloud environment. What are Foundation Models and Generative AI?

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Generative AI Chemicals Open Source Conference 64

CIO

SEPTEMBER 21, 2023

Generative AI touches every aspect of the enterprise, and every aspect of society,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PricewaterhouseCoopers. Even better is when the AI can be adapted to the unique needs of each business. billion this year to $36 billion by 2028.

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Artificial Inteligence Enterprise Trends ChatGPT 316

AWS Machine Learning - AI

DECEMBER 12, 2023

A generative pre-trained transformer (GPT) uses causal autoregressive updates to make prediction. Variety of tasks such as speech recognition, text generation, and question answering are demonstrated to have stupendous performance by these model architectures. We’ll outline how we cost-effectively (3.2 billion in Pythia.

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AWS Artificial Inteligence Training Meeting 89

TechCrunch

MARCH 30, 2023

Yet another startup hoping to cash in on the generative AI craze has secured an eye-popping tranche of VC funding. Called Fixie , the firm, founded by former engineering heads at Apple and Google, aims to connect text-generating models similar to OpenAI’s ChatGPT to an enterprise’s data, systems and workflows.

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Artificial Inteligence ChatGPT Company Generative AI 255

CIO

JULY 18, 2023

How Nvidia got here and where it’s going next sheds light on how the company has achieved that valuation, a story that owes a lot to the rising importance of specialty chips in business—and accelerating interest in the promise of generative AI.

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Artificial Inteligence Company Pharmaceuticals 3D 233

CIO

JULY 10, 2023

Now, with the infrastructure side of its data house in order, the California-based company is envisioning a bold new future with AI and machine learning (ML) at its core. Now, how do we stay ahead in this AI landscape? But in a world that moves at internet speed, that data rapidly falls out of date. “If

Infrastructure 210

Infrastructure Artificial Inteligence Data Generative AI 210

CIO

AUGUST 1, 2023

It will be driven by the fierce pace of evolution of best-of-breed technology like the Apache open-source data ecosystem. It will be driven by the ways that AI leaders like Netflix and Uber raise the bar for consumer expectations. Generative AI seals the deal. Artificial Intelligence, Machine Learning

Strategy 130

Strategy Artificial Inteligence Generative AI Open Source 130

Tenable

MAY 31, 2024

Robust architecture design: Implement security protections at the boundaries between the IT environment and the AI system; address identified blind spots; protect proprietary data sources; and apply secure design principles, including zero trust frameworks. Implement a comprehensive workforce training program as soon as possible.

Security 70

Security Artificial Inteligence Generative AI Artificial Intelligence 70

TechCrunch

FEBRUARY 6, 2023

Magic’s CEO and co-founder, Eric Steinberger, says that he was inspired by the potential of AI at a young age. “I spent years exploring potential paths to artificial general intelligence , and then large language models (LLMs) were invented,” Steinberger told TechCrunch in an email interview.

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Software Review Artificial Inteligence Technical Review Software Engineering 245

TechCrunch

JANUARY 25, 2023

Well, today the stock photo giant is showing us the fruits of that labor with a generative AI toolkit to create images based on text prompts. Atomic brings R&D to RNA for drug discovery : Devin writes that, with new funding, Atomic AI envisions RNA as the next frontier in drug discovery. Ingrid has more. Big Tech Inc.

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Artificial Inteligence Network VR Cloud 222

CIO

MAY 29, 2024

“On the surface and as it exists today, AI and sustainability take you in opposite directions,” says Srini Koushik, president of AI, technology and sustainability at Rackspace Technology. “AI AI consumes a lot of power, whether it’s training large language models or running inference. And this is only the beginning.

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Sustainability Artificial Inteligence Energy Guidelines 203

Perficient

JUNE 12, 2024

Developed through a combination of research, data analysis, and iterative refinement. The development of AI models begins with identifying a pressing challenge or a specific domain where AI-powered solutions can make a meaningful difference. Each model was released in three sizes with 7B, 13B, and 34B.

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AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Retrieval Augmented Generation vs. fine tuning Traditional LLMs don’t have an understanding of Vitech’s processes and flow, making it imperative to augment the power of LLMs with Vitech’s knowledge base.

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Artificial Inteligence Technical Review Development Team Review Software Review 95

O'Reilly Media - Ideas

AUGUST 8, 2023

The number of searches for Machine Learning itself held steady, though it arguably declined slightly when ChatGPT appeared. The number of searches for Machine Learning itself held steady, though it arguably declined slightly when ChatGPT appeared. What can we make of this?

Artificial Inteligence 77

Artificial Inteligence ChatGPT Generative AI Machine Learning 77

O'Reilly Media - Ideas

OCTOBER 3, 2023

One of the biggest issues for AI these days is legal. Getty Images is protecting customers who use their generative AI from copyright lawsuits; Microsoft is doing the same for users of their Copilot products. AI OpenAI has announced that ChatGPT will support voice chats. LanceDB is yet another entry.

Artificial Inteligence 86

Artificial Inteligence Trends Open Source ChatGPT 86

AWS Machine Learning - AI

JANUARY 9, 2024

With the rapid adoption of generative AI applications, there is a need for these applications to respond in time to reduce the perceived latency with higher throughput. Foundation models (FMs) are often pre-trained on vast corpora of data with parameters ranging in scale of millions to billions and beyond.

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Artificial Inteligence Generative AI AWS Technical Advisors 97

O'Reilly Media - Ideas

FEBRUARY 6, 2024

An independent open source implementation is already on GitHub. Hospitals are using Federated Learning techniques to collect and share patient data without compromising privacy. With federated learning, the hospitals aren’t sharing actual patient data, but machine learning models built on local data.

Artificial Inteligence 74

Artificial Inteligence Trends Software Review Open Source 74

CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. This is where some of our initial work with AI started,” Reihl says. “We We use AWS and Azure.

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Generative AI Artificial Inteligence ChatGPT Azure 286

O'Reilly Media - Ideas

DECEMBER 5, 2023

Unlike most AI systems, Claude 2.1 There’s a tool for integrating generative art AI with the Krita open source drawing tool. It preserves a human-centered artist’s workflow while integrating AI. It was trained using a technique called knowledge distillation. And if so, what would that look like?

Artificial Inteligence 96

Artificial Inteligence Trends Open Source Generative AI 96

Apiumhub

SEPTEMBER 21, 2023

Not only is energy required to power the servers, but the data sets used to train the model are often extremely large, requiring a lot of energy to process and store. and that these models could provide highly accurate results within specific domains, such as programming, or machine translation of text, for example.

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Artificial Inteligence Artificial Intelligence ChatGPT Software Review 77

Sunflower Lab

FEBRUARY 12, 2024

The primary and significant distinction between a large language model and a small language model lies in their capacity, performance, and the volume of data used for training. To sum it up, in generative AI the key distinction between large and small language models lies in their scale.

Artificial Inteligence 52

Artificial Inteligence Training Software Review Systems Review 52

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. Rapidly evolving frameworks – Open source frameworks like LangChain are evolving rapidly.

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Generative AI Disaster Recovery Artificial Inteligence AWS 104

Crafty CTO

MARCH 17, 2023

Text AI and Art AI are close relatives within the AI family tree, both falling under the branch called Generative AI. Well known Art AIs include OpenAI’s DALL-E 2, my go-to tool Midjourney, and Stability AI’s Stable Diffusion. My training data includes information up until September 2021.

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Artificial Inteligence ChatGPT Training Software Review 98