CIO Business Intelligence

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. NLP applications Machine translation is a powerful NLP application, but search is the most used.

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Course Open Source Artificial Intelligence Training 142

CIO Business Intelligence

APRIL 10, 2024

Crunching mathematical calculations, the model then makes predictions based on what it has learned during training. As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. An LLM is only as strong as its inferencing capabilities.

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Dell Storage Engineering Training 135

CIO Business Intelligence

AUGUST 3, 2023

The open source model, which will be available on Hugging Face , was developed on IBM’s watsonx.ai The model can act as the base to analyze datasets for advancing applications of AI in combating climate change. Artificial Intelligence, Deep Learning

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IBM Artificial Intelligence Open Source Training 94

CIO Business Intelligence

JANUARY 31, 2024

Concerns that AI contributes to global warming stem from estimates that GPUs used to develop and keep AI models running use four times as much energy as those serving conventional cloud applications, and that AI could be on track to use as much electricity as Ireland. All those 13,000 new models didn’t require any pre-training,” he says.

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Data Center Training Energy Artificial Intelligence 135

CIO Business Intelligence

NOVEMBER 1, 2023

SAP has unveiled new tools to build AI into business applications across its software platform, including new development tools, database functionality, AI services, and enhancements to its Business Technology Platform, BTP. SAP is training its model on anonymized data from thousands of enterprises using its software, with their consent.

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SAP Tools Enterprise Enterprise 132

Dataconomy

MAY 21, 2024

Crafted to be more lightweight and resource-conserving, SLMs are perfect for applications that must function within constrained computational settings. The descriptor “small” applies not only to the physical dimensions of the model but also to its parameter count, neural structure, and the data volume used during training.

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Training Open Source Applications Resources 41

Dataconomy

OCTOBER 25, 2023

But in the digital age, the lines between art and artificial intelligence are becoming increasingly blurred, with AI models generating images and content based on massive datasets. Nightshade is designed to address concerns related to copyright infringement and the unauthorized use of artwork by artificial intelligence (AI) models.

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Artificial Intelligence Training Tools Open Source 81

CIO Business Intelligence

AUGUST 8, 2023

Nvidia has recently focused more on its support for AI applications, but it still had plenty of news from CEO Jensen Huang in a keynote address during the annual computer graphics conference, SIGGRAPH. Plus, Nvidia is working with Hugging Face, provider of a platform for training and tuning generative AI models, to accelerate model training.

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3D Artificial Intelligence Training Conference 98

CIO Business Intelligence

NOVEMBER 16, 2023

The most popular LLMs in the enterprise today are ChatGPT and other OpenAI GPT models, Anthropic’s Claude, Meta’s Llama 2, and Falcon, an open-source model from the Technology Innovation Institute in Abu Dhabi best known for its support for languages other than English. Dig Security addresses this possibility in two ways.

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Open Source Training Enterprise Enterprise 139

Dataconomy

AUGUST 7, 2023

Artificial intelligence is no longer fiction and the role of AI databases has emerged as a cornerstone in driving innovation and progress. An AI database is not merely a repository of information but a dynamic and specialized system meticulously crafted to cater to the intricate demands of AI and ML applications.

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Open Source Artificial Intelligence Data Applications 67

CIO Business Intelligence

JULY 3, 2023

The application of LLMs to an organization’s knowledge assets has the potential to accelerate these trends. GPT-4 was trained on over 45 terabytes of text data via more than a thousand GPUs over 34 days and cost almost $5 million in compute power. In 2022, OpenAI lost $540 million despite having raised $11.3 billion in funding rounds.

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Open Source Training Artificial Intelligence Survey 105

GeekWire

JANUARY 17, 2024

Researchers were also talking about the increased use of artificial intelligence and machine learning, at the the 2024 annual meeting of the Society for Integrative and Comparative Biology. Such methods have life science applications beyond biomedical fields such as protein design, a more well-known use case.

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Study Meeting Research Artificial Intelligence 119

CIO Business Intelligence

SEPTEMBER 8, 2023

Hallucinations can be reduced within enterprise deployments by fine-tuning LLMs through training them on private data that’s been verified. Further improvements can be made by restricting queries to proven prompts as well as incorporating open source tools such as Langkit and Guardrails, or proprietary products like Galileo.

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Enterprise Enterprise Artificial Intelligence Open Source 124

CIO Business Intelligence

OCTOBER 6, 2023

As part of that effort, the IT team has trained LLMs on event logs to ensure the system can more accurately predict and analyze real-time data logs. In the gold rush race to the cloud, many SaaS vendors have built their offerings on widely available open-source platforms such as CentOS but not all give commercial support anymore.

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Operating Systems Data Center Open Source Cloud 140

CIO Business Intelligence

SEPTEMBER 8, 2023

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. This context is important not just to meet your audience where they are, but also to understand risks that are specific to the context of your AI application.

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Government Training Banking Artificial Intelligence 126

CIO Business Intelligence

AUGUST 24, 2023

These complaints, filed by a variety of different copyright holders, allege the companies of training their AIs on copyrighted data—images, code, and text. Data governance In traditional application development, enterprises have to be careful that end users aren’t allowed access to data they don’t have permission to see.

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Open Source Fractional CTO Training Enterprise 98

CIO Business Intelligence

MAY 16, 2023

But it could also draw on the detailed information SAP’s enterprise applications hold about orders and inventory, for instance, to identify which products to promote or help field service engineers optimize repairs, said Ritu Bhargava, SAP’s chief product officer for industries and customer experience.

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SAP Industry Tools Retail 114

GeekWire

AUGUST 4, 2023

Artificial intelligence: Jassy spent a sizeable portion of his prepared remarks describing the company’s work in generative artificial intelligence, and its potential as driver of growth. “But while we will build a number of these applications ourselves, most will be built by other companies.

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.Net Artificial Intelligence Web Services Advertising 97

CIO Business Intelligence

SEPTEMBER 21, 2023

AI is now a board-level priority Last year, AI consisted of point solutions and niche applications that used ML to predict behaviors, find patterns, and spot anomalies in carefully curated data sets. With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.”

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Enterprise Enterprise Trends Open Source 130

Dataconomy

FEBRUARY 26, 2024

This week, Groq’s LPU astounded the tech community by executing open-source Large Language Models (LLMs) like Llama-2, which boasts 70 billion parameters, at an impressive rate of over 100 tokens per second. Furthermore, it demonstrated its prowess with Mixtral, achieving nearly 500 tokens per second per user.

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Energy Applications Hardware Training 91

CIO Business Intelligence

JULY 14, 2023

As a ‘taker,’ you consume generative AI through either an API, like ChatGPT, or through another application, like GitHub Copilot, for software acceleration when you do coding,” he says. Fine-tuning applies to both hosted cloud LLMs and open source LLM models you run yourself, so this level of ‘shaping’ doesn’t commit you to one approach.

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Open Source Training Data Tools 98

Dataconomy

JUNE 21, 2023

The advancements in artificial intelligence have made it easier than ever to transform doodles into captivating works of art. This is made possible by Scribble Diffusion, an open-source web application powered by AI. Another application, known as Riffusion, converts audio frames into AI-generated real-time music.

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Artificial Intelligence Applications Tools Network 74

CIO Business Intelligence

MARCH 24, 2022

The first is to run transaction-intensive banking applications, including bank statements, deposits, mobile banking, debit-card processing, and loan payments. The second is to host mobile applications, containers, and artificial intelligence (AI) applications — what Sonnenstein calls “acting as a full-fledged member of the modern universe.”.

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IBM Banking Linux Open Source 144

Dataconomy

FEBRUARY 21, 2024

Groq AI, a pioneering company in the AI chip industry, is setting the stage for a significant shift in how we perceive artificial intelligence processing power. This advancement indicates a promising future where Groq AI’s technology could redefine the capabilities and applications of AI systems worldwide. What is Groq AI?

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Artificial Intelligence Engineering Comparison Google 91

CIO Business Intelligence

JUNE 23, 2022

Over the past few years, computer vision applications have become ubiquitous. Computer vision is a field of artificial intelligence that is focused on processing images and videos to extract meaningful information. To train the system, employees walked with cell phones and took videos. What is computer vision?

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Artificial Intelligence Healthcare Automotive Retail 145

Dataconomy

FEBRUARY 21, 2024

Built upon the foundational research powering Google’s impressive Gemini models , Google Gemma AI is part of the company’s ongoing commitment to open-source AI development. Google Gemma AI represents a suite of lightweight language models released for open-source use. What is Google Gemma AI?

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Google Open Source Research Applications 65

CIO Business Intelligence

NOVEMBER 15, 2023

This year’s Microsoft Ignite developer conference might as well be called AIgnite, with over half of the almost 600 sessions featuring artificial intelligence in some shape or form. It designed Azure Maia to accelerate AI training and inferencing workloads such as OpenAI models, GitHub Copilot, and ChatGPT.

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Microsoft Meeting Enterprise Enterprise 135

CIO Business Intelligence

JULY 18, 2023

Nvidia’s transformation from an accelerator of video games to an enabler of artificial intelligence (AI) and the industrial metaverse didn’t happen overnight—but the leap in its stock market value to over a trillion dollars did. Some of those models are truly gargantuan: OpenAI’s GPT-4 is said to have over 1 trillion parameters.

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Company Pharmaceuticals 3D Artificial Intelligence 98

Tech Republic

AUGUST 21, 2023

Generative AI comes to mainframe application modernization with a model trained on more than 80 code languages and 1.5 trillion tokens of data.

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IBM Training Applications Data 92

CIO Business Intelligence

JUNE 7, 2023

These leaders succeed with these real-time AI capabilities in large part because of their ability to aggregate massive amounts of real-time data from customers, devices, sensors, or partners as it moves through applications. This data in turn is used to train and serve machine learning models.

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Open Source Architecture Applications Data 52

CIO Business Intelligence

APRIL 25, 2022

According to IDC , 85% of the world’s largest organizations will be using artificial intelligence (AI) — including machine learning (ML), natural language processing (NLP) and pattern recognition — by 2026. Enterprises are betting big on machine learning (ML). A partial solution lies in the adoption of MLOps. The approach works.

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Dell Artificial Intelligence Intel Enterprise 134

CIO Business Intelligence

JUNE 16, 2022

Because of this, BPM tools can be conceived of as a nexus that sucks in data from an array of business applications, tracking everything that happens in a given business process — what some have come to describe as “building a digital twin.”. Open-source options are also available for use by companies that have the developers to support them.

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Tools IBM Open Source Oracle 119

GeekWire

SEPTEMBER 27, 2023

In the position, he created AirSim , an open-source simulator for drones. ” In the report, the researchers wrote that robotics systems, unlike text-only applications, demand a grasp of real-world physics, environmental context, and the ability to perform physical actions. ” — and then get results instantly.

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Microsoft Research Open Source Strategy 113

CIO Business Intelligence

JANUARY 19, 2024

Cost: Free Location: Online Duration: Self-paced Expiration: Credentials do not expire Microsoft Certified: Azure AI Fundamentals Microsoft’s Azure AI Fundamentals certification validates your knowledge of machine learning and artificial intelligence concepts, and how they relate to Microsoft Azure services.

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Data Big Data Programming IBM 126

Dataconomy

FEBRUARY 6, 2024

The tech giant has unveiled Apple MGIE, a cutting-edge open-source AI model that enables image editing through natural language instructions. Apple has unveiled Apple MGIE, a cutting-edge open-source AI model for image editing through natural language instructions ( Image credit ) What is Apple MGIE?

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Apple Industry Open Source Research 41

SecureWorld News

NOVEMBER 30, 2023

With the advent of artificial intelligence (AI), machine learning (ML), and generative AI, questions have arisen regarding the continued relevance of the CIO title and whether it accurately reflects the evolving nature of the job. Microsoft can use data to train its AI models to understand these threats.

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Trends Artificial Intelligence Tools Microsoft 101

CIO Business Intelligence

OCTOBER 10, 2023

The proprietary AI.XYZ platform is built on cutting-edge synthetic face, voice, knowledge, and memory technology that’s trained holistically for your specific use case,” says Logan. Artificial Intelligence, CIO 100, Education Industry CSN’s CIO is confident that this integration with the CRM system will be a game changer. “It

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Microsoft Artificial Intelligence Engineering Financial 122