Dataconomy

MARCH 13, 2023

How to create an artificial intelligence? The creation of artificial intelligence (AI) has long been a dream of scientists, engineers, and innovators. Understanding artificial intelligence Before diving into the process of creating AI, it is important to understand the key concepts and types of AI.

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IT Toolbox

DECEMBER 27, 2022

TensorFlow is an open-source tool by Google that helps train machine learning and deep learning algorithms on data. The post What Is TensorFlow? Meaning, Working, and Importance appeared first on.

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The Verge

JULY 22, 2021

AI research lab DeepMind has created the most comprehensive map of human proteins to date using artificial intelligence. In recent years, though, computational methods — particularly those using artificial intelligence — have suggested such analysis is possible. Illustration by Ana Kova. Image: DeepMind.

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Venture Beast

AUGUST 31, 2020

Facebook's Opacus is a library for training PyTorch models with differential privacy that's ostensibly more scalable than existing state-of-the-art methods. Read More.

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GeekWire

FEBRUARY 1, 2024

(AI2 Image) The Allen Institute for AI (AI2) on Thursday released a highly anticipated open-source large language model, along with the underlying data and code meant to significantly improve understanding of how generative AI actually works. OLMo is available on HuggingFace and GitHub.

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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. While this may invoke fear and dread in some, these relatively new technology applications are clearly delivering real value to our global society.

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Vox

MARCH 28, 2024

Included for the first time were projections for electricity consumption associated with data centers, cryptocurrency , and artificial intelligence. Training a large language model like OpenAI’s GPT-3, for example, uses nearly 1,300 megawatt-hours (MWh) of electricity, the annual consumption of about 130 US homes.

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Tech Republic Big Data

SEPTEMBER 18, 2023

The Microsoft leak, which stemmed from AI researchers sharing open-source training data on GitHub, has been mitigated.

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CIO Business Intelligence

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. Not at all.

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CIO Business Intelligence

JANUARY 9, 2024

Given the importance of being able to control data access and respect privacy and regulatory concerns while harnessing GenAI’s tremendous potential, Dell Technologies and Intel have been investigating GenAI implementations, open-source models, and alternatives to trillion-plus parameter models. million in compute alone 2.

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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. Artificial Intelligence should serve us, not manipulate.”

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Venture Beast

JULY 1, 2020

Mozilla updated Common Voice, its open source collection of transcribed voice data. It now contains over 7,000 hours of speech across 54 languages. Read More.

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CIO Business Intelligence

AUGUST 3, 2023

The open source model, which will be available on Hugging Face , was developed on IBM’s watsonx.ai A commercial version of the geospatial model, which is part of IBM watsonx, will be made available through the IBM Environmental Intelligence Suite later this year, the company said. Artificial Intelligence, Deep Learning

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CIO Business Intelligence

APRIL 10, 2024

Crunching mathematical calculations, the model then makes predictions based on what it has learned during training. Ultimately, it takes a combination of the trained model and new inputs working in near real-time to make decisions or predictions. Artificial Intelligence Learn more about Dell Generative AI.

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CTOvision

FEBRUARY 1, 2017

We track DataRobot in our Disruptive IT Finder (in sections on Artificial Intelligence and Business Intelligence companies), and have always held their capable team in the highest of regards. The press release below gives us reason to hold them in even higher regard: BOSTON , Jan.

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CIO Business Intelligence

DECEMBER 11, 2023

We promote innovation through regulatory sandboxes, real-world testing and open sources [excluding open source AI systems from transparency requirement]. Significantly, the models based on open source are exempt from the transparency requirement. “So Artificial Intelligence, Regulation

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GeekWire

SEPTEMBER 8, 2023

Artificial Intelligence can serve as a dynamic tool to amplify productivity within the workplace. Point Solutions vs Incumbents: First, It is true that the incumbents have something of an advantage, as it requires a lot of work to build and train these models.

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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 is designed to address concerns related to copyright infringement and the unauthorized use of artwork by artificial intelligence (AI) models.

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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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CIO Business Intelligence

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is He also recommends tapping the open-source community for models that can be pre-trained for various tasks. “All

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Vox

DECEMBER 13, 2023

Al Drago/Bloomberg via Getty Images President Biden’s executive order on artificial intelligence was criticized by many for overreaching, but the danger from uncontrolled AI progress is real. President Joe Biden ’s recent executive order on artificial intelligence made an unexpectedly big splash.

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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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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

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. Artificial Intelligence, CIO, Generative AI The post It’s a new dawn of AI-powered knowledge management appeared first on CIO. In 2022, OpenAI lost $540 million despite having raised $11.3

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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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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

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. The company is also training its employees about how to use AI safely, especially tools not yet vetted and approved for secure use. Insight used the Azure OpenAI Service to do this.

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Venture Beast

DECEMBER 16, 2020

A new framework promises to enable data scientists to train robot arms to complete object manipulation tasks in record time. Read More.

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GeekWire

JANUARY 21, 2022

Today, however, these systems increasingly use machine learning and pre-trained language models like OpenAI’s GPT-3 to achieve their results. Macaw, which loosely stands for “Multi-angle c(q)uestion answering,” was developed as an open-source project and is available to the community via GitHub.

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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. Smarter-labelme labels data used to train machine learning models, reducing the need to manually annotate datasets on animal movement.

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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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CTOvision

MAY 20, 2016

Chicago area commuter train seeks federal money for safety - Washington Times. Oracle-Google Dispute Goes to Heart of Open-Source Software - New York Times. University of Washington will host first-ever White House workshop on artificial intelligence. a16z Podcast: Innovation vs. Invention at Google I/O.

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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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CIO Business Intelligence

NOVEMBER 1, 2023

At the same time, he said, SAP is investing in building a “large business model” — like an LLM, but trained on business transactions — that the company is uniquely placed to build. 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

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. Artificial Intelligence, CSO and CISO, Data and Information Security

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