Cloud Musings

DECEMBER 20, 2016

Photo credit: Shutterstock Over the past few years, the use of artificial intelligence has expanded more rapidly than many of us could have imagined. It simplifies solution development through the use of a collaborative, flexible integrated environment within which all tools, components and services are centrally accessible.

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CIO Business Intelligence

AUGUST 3, 2023

IBM on Thursday said it has partnered with the US space agency NASA to co-develop a foundation large language model based on geospatial data that it claims will help scientists and their organizations fight climate change. The open source model, which will be available on Hugging Face , was developed on IBM’s watsonx.ai

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CIO Business Intelligence

MAY 22, 2023

And when it comes to AI systems making consequential decisions for people, especially high standards should be applied, particularly to the transparency of data a particular AI was trained for its decision-making, and how the algorithms work to ultimately make decisions.

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GeekWire

APRIL 4, 2024

It’s a big year for artificial intelligence, telecom advances, and tools designed to make these emerging technologies safe and transparent, judging from the finalists in the category of Innovation of the Year. Allen Institute for AI is a finalist for its Open Language Model, or OLMo.

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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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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. Every time you look something up in Google or Bing, you’re helping to train the system.

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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 AI is not a standalone AI system; it is a tool or concept developed by a team of researchers at the University of Chicago.

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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. According to the presenters, insects inspire researchers developing six-legged walking robots.

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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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CIO Business Intelligence

JANUARY 24, 2024

Retrain and fine-tune an existing model Retraining proprietary or open-source models on specific datasets creates smaller, more refined models that can produce accurate results with lower-cost cloud instances or local hardware. Fortunately, most organizations can build on publicly available proprietary or open-source models.

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CIO Business Intelligence

JULY 3, 2023

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. Clearly these costs and its scale of operations are beyond the capabilities of most organizations wanting to develop their own LLMs. In 2022, OpenAI lost $540 million despite having raised $11.3

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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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CIO Business Intelligence

AUGUST 8, 2023

Plus, Nvidia is working with Hugging Face, provider of a platform for training and tuning generative AI models, to accelerate model training. Hugging Face will add Nvidia DGX Cloud as one of the cloud-based destinations to which enterprises can send their training workloads.

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Vox

AUGUST 7, 2023

Yoshikazu Tsuno/AFP via Getty Images The biggest risk from advanced artificial intelligence is biological. But if it had access to contemporary artificial intelligence tools, Aum Shinrikyo, or a similarly malign group, might not have made this and other mistakes.

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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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CIO Business Intelligence

SEPTEMBER 21, 2023

With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.” Traditional ML requires a lot of data, experienced data scientists, as well as training and tuning. Open-source AI Open source has long been a driver of innovation in the AI space.

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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. AI databases are specialized to store, manage, and retrieve data for artificial intelligence and machine learning applications ( Image credit ) What is an AI database?

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Dataconomy

AUGUST 9, 2023

By leveraging the Nvidia AI Workbench, developers can expect a more streamlined process, allowing them to work on different Nvidia AI platforms, such as PCs and workstations. With this new tool, developers can effortlessly fine-tune and run generative AI, accessing every essential enterprise-grade model.

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Dataconomy

JANUARY 3, 2024

MyShell, in collaboration with leading academic institutions, has unveiled OpenVoice, a groundbreaking open-source voice cloning technology, setting new standards in the field of AI-driven audio replication. Today, we proudly open source our OpenVoice algorithm, embracing our core ethos – AI for all.

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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. There’s also congressional hearings and petitions to pause AI development, inclusive of gen AI. One option, however, is to use open source software.

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Dataconomy

MAY 21, 2024

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. A model with fewer parameters is inherently simpler, necessitating less training data and consuming fewer computational resources.

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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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CIO Business Intelligence

SEPTEMBER 8, 2023

Companies developing and deploying AI solutions need robust governance to ensure they’re used responsibly. 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. Open access must be balanced with the likelihood for harm.

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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). IDC agrees. The approach works.

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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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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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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. Groq AI is a platform developed by Groq Inc. ( Image credit ) Who owns Groq? We asked Groq and it delivered: Groq is a platform developed by Groq, Inc.,

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Artificial Intelligence Engineering Comparison Google 91

CIO Business Intelligence

MAY 16, 2023

Every software developer is looking at how to incorporate generative AI in its products, even SAP. The ERP vendor, which turned 50 last year , is developing a companion app for its software, to be called SAP Digital Assistant, which will use generative AI to help SAP users provide a better experience to their customers.

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CIO Business Intelligence

DECEMBER 18, 2023

Protecting data In a recent meeting I attended with over 100 security executives, the prevailing theme among participants was that the primary techniques used today to manage the safe use of AI in their organization were employee training and usage policies. Government oversight All the recent innovation has certainly caught the U.S.

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Enterprise Enterprise Firewall Training 119

CIO Business Intelligence

JANUARY 19, 2024

The US Bureau of Labor Statistics (BLS) forecasts employment of data scientists will grow 35% from 2022 to 2032, with about 17,000 openings projected on average each year. According to data from PayScale, $99,842 is the average base salary for a data scientist in 2024. It’s a fundamentals exam, so you don’t need extensive experience to pass.

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CIO Business Intelligence

MARCH 24, 2022

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.”. Z upgrades and open source. Also included in the announcement were tools for developing hybrid cloud applications. “It

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IBM Banking Linux Open Source 144

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. . “There’s a lot of growth in front of us in AWS,” he said. AWS operating profit declined 6% to $5.4

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Dataconomy

FEBRUARY 2, 2024

Such is the case with the recent buzz surrounding the AI community following the unexpected appearance of a new language model dubbed “Miqu 70b” on HuggingFace, a leading platform for open-source AI technologies. This background offers a glimpse into Mistral’s approach to developing cutting-edge AI technologies.

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CTOvision

JUNE 28, 2016

Machine learning is a subset of Artificial Intelligence, a field of computer science that started in 1958 when Marvin Minsky founded the Artificial Intelligence lab. Their goal was to build a fully artificial intelligence capable of passing the Turing test in fifteen years. Types of Machine Learning.

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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. The development of MGIE is a result of a groundbreaking collaboration between Apple and a team of researchers from the University of California, Santa Barbara.

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Dataconomy

JULY 17, 2023

Business email compromise (BEC) assaults now have a new vector because of the development of artificial intelligence (AI) technologies like OpenAI’s ChatGPT. SlashNext has reported that the developer of WormGPT is selling the program on an online forum. Strong prevention measures must be put in place.

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CIO Business Intelligence

FEBRUARY 7, 2024

Franchetti acknowledges that a KPI- and outcome-driven method is still appropriate for many technology rollouts, but “the organic approach is better for AI, so our deep software development subject matter experts can innovate without a targeted business outcome,” he says. “Of

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