TechCrunch

APRIL 9, 2021

Jorge Torres is CEO and co-founder of MindsDB , an open source AI layer for existing databases. Adam Carrigan is a co-founder and COO of MindsDB , an open source AI layer for existing databases. Open-source software gave birth to a slew of useful software in recent years. Contributor. Share on Twitter.

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AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. For example, pre-training the Llama 3 70B model with 15 trillion training tokens took 6.5 During the training of Llama 3.1

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Training Artificial Inteligence Hardware Systems Review 107

TechCrunch

SEPTEMBER 27, 2022

But so far, only a handful of such AI systems have been made freely available to the public and open sourced — reflecting the commercial incentives of the companies building them. billion parameters) — using ServiceNow’s in-house graphics card cluster.

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TechCrunch

JUNE 1, 2022

MLOps platform Iterative , which announced a $20 million Series A round almost exactly a year ago, today launched MLEM, an open-source git-based machine learning model management and deployment tool. For highly regulated industries, a system like this also offers a single source of truth for figuring out the lineage of a given model.

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Open Source Tools Artificial Inteligence Machine Learning 240

TechCrunch

SEPTEMBER 6, 2022

The nonpartisan think tank Brookings this week published a piece decrying the bloc’s regulation of open source AI, arguing it would create legal liability for general-purpose AI systems while simultaneously undermining their development. “In the end, the [E.U.’s] “In the end, the [E.U.’s]

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TechCrunch

NOVEMBER 2, 2021

Activeloop , a member of the Y Combinator summer 2018 cohort , is building a database specifically designed for media-focused artificial intelligence applications. He says that there are 55 contributors to the open source project and 700 community members overall. Activeloop image database. Image Credits: Activeloop.

Artificial Inteligence 307

Artificial Inteligence Part-Time VPE Applications Open Source 307

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. The Data Act framework creates new possibilities to access data that could be used for AI training and development.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

TechCrunch

MAY 18, 2022

Heartex, a startup that bills itself as an “open source” platform for data labeling, today announced that it landed $25 million in a Series A funding round led by Redpoint Ventures. When asked, Heartex says that it doesn’t collect any customer data and open sources the core of its labeling platform for inspection.

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CIO

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

TechCrunch

NOVEMBER 28, 2022

Artificial intelligence promises to help, and maybe even replace, humans to carry out everyday tasks and solve problems that humans have been unable to tackle, yet ironically, building that AI faces a major scaling problem. It has effectively built training models to automate the training of those models.

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Training Data Technical Review Artificial Inteligence 240

The Crazy Programmer

JUNE 14, 2024

Artificial Intelligence (AI) is revolutionizing software development by enhancing productivity, improving code quality, and automating routine tasks. It uses OpenAI’s Codex, a language model trained on a vast amount of code from public repositories on GitHub. Also Read: Will Artificial Intelligence Replace Programmers?

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Programming Tools Software Review Artificial Inteligence 271

Tenable

FEBRUARY 28, 2025

Check out a new framework for better securing open source projects. 1 - New cybersecurity framework for open source projects Heres the latest industry effort aimed at boosting open-source software security. Plus, learn how AI is making ransomware harder to detect and mitigate.

Open Source 69

Open Source Software Review Systems Review Groups 69

CIO

DECEMBER 11, 2024

Digital transformation started creating a digital presence of everything we do in our lives, and artificial intelligence (AI) and machine learning (ML) advancements in the past decade dramatically altered the data landscape. Implementing ML capabilities can help find the right thresholds.

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Data Technical Review Software Review Weak Development Team 167

O'Reilly Media - Ideas

NOVEMBER 5, 2024

AI Little Language Models is an educational program that teaches young children about probability, artificial intelligence, and related topics. Google is open-sourcing SynthID, a system for watermarking text so AI-generated documents can be traced to the LLM that generated them. It’s currently in beta. on benchmarks.

Artificial Inteligence 107

Artificial Inteligence Trends Software Review Open Source 107

TechCrunch

SEPTEMBER 2, 2021

Explosion , a company that has combined an open source machine learning library with a set of commercial developer tools, announced a $6 million Series A today on a $120 million valuation. Since then, that open source project has been downloaded over 40 million times. .

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TechCrunch

NOVEMBER 22, 2022

Artificial intelligence has become ubiquitous in clinical diagnosis. But researchers need much of their initial time preparing data for training AI systems. The training process also requires hundreds of annotated medical images and thousands of hours of annotation by clinicians. and Europe for marketing its tools.

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Crunchbase News

NOVEMBER 13, 2024

Different ways to customize an LLM include fine-tuning an off-the-shelf model or building a custom one using an open-source LLM like Meta ’s Llama. Vertical-specific training data Does the startup have access to a large volume of proprietary, vertical-specific data to train its LLMs?

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Artificial Inteligence UI/UX Off-The-Shelf Generative AI 134

CIO

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

Software Review 78

Software Review Artificial Inteligence Government Data 78

TechCrunch

APRIL 9, 2021

Production ready (pre-trained) NLP models for English are readily available ‘out of the box’ There are also dedicated open source frameworks offering help with training models. And Hugging Face’s open-source repository for NLP models is also a great step in this direction. NLPCloud.io

Open Source 234

Open Source Technical Review DevOps Software Review 234

CIO

DECEMBER 30, 2024

Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors. Developers must comply by the start of 2026, meaning theyll have a little over a year to put systems in place to track the provenance of their training data.

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Fractional CTO Software Development CTO Coach Architecture 212

TechCrunch

APRIL 8, 2022

Other times, it can be done with open source tools or sensors. We think that transitioning to an approach where you really think about the training data in the first place will help accelerate the progression of these models.”. Ironically, those new techniques are themselves versions of artificial intelligence.

Data 237

Data Artificial Inteligence Artificial Intelligence Healthcare 237

Tenable

JUNE 28, 2024

Check out why memory vulnerabilities are widespread in open source projects. The agencies analyzed 172 projects that the Open Source Security Foundation has identified as being critically important in the open source ecosystem. And learn how confidential data from U.S. And much more!

Security 123

Security Open Source Chemicals Artificial Inteligence 123

CIO

JUNE 19, 2024

Artificial intelligence, it is widely assumed, will soon unleash the biggest transformation in health care provision since the medical sector started its journey to professionalization after the flu pandemic of 1918. What is TRAIN? CHAI’s engineering partners include Microsoft (again) alongside Amazon, Google, and CVS Health.

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Network Healthcare Training Artificial Inteligence 217

Tenable

SEPTEMBER 15, 2023

Plus, open source security experts huddled at a conference this week – find out what they talked about. Those are some of the initiatives the Linux Foundation’s Open Source Security Foundation (OpenSSF) plans to undertake in the coming year, the group announced at its “Secure Open Source Software Summit 2023” held in Washington, D.C.

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Open Source Systems Review System Software Review 117

AWS Machine Learning - AI

NOVEMBER 26, 2024

With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. nGen AI is a new type of artificial intelligence that is designed to learn and adapt to new situations and environments. choices[0].text'

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Artificial Inteligence AWS Artificial Intelligence Generative AI 98

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. Not at all.

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Artificial Inteligence Generative AI ChatGPT Open Source 198

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

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Artificial Inteligence Technical Review Artificial Intelligence Systems Review 213

Ooda Loop

OCTOBER 30, 2024

The Open Source Initiative (OSI) has released its official definition of “open” artificial intelligence, setting the stage for a clash with tech giants like Meta — whose models don’t fit the rules.

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Open Source Artificial Inteligence Artificial Intelligence Training 64

TechCrunch

NOVEMBER 17, 2020

Key to its success is that its open-source project Seldon Core has more than 700,000 models deployed to date, drastically reducing friction for users deploying ML models. Seldon has been able to build an impressive open-source community and add immediate productivity value to some of the world’s leading companies.”

Innovation 262

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CIO

OCTOBER 1, 2024

This reimposed the need for cybersecurity leveraging artificial intelligence to generate stronger weapons for defending the ever-under-attack walls of digital systems. Inclusion of further programming languages, with the ability to be trained by developers of each organization with minimal effort. billion user details.

Security 194

Security Software Review Artificial Inteligence Artificial Intelligence 194

CIO

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.”

Innovation 167

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AWS Machine Learning - AI

APRIL 16, 2025

LoRA is a technique for efficiently adapting large pre-trained language models to new tasks or domains by introducing small trainable weight matrices, called adapters, within each linear layer of the pre-trained model. But, again, it depends on the implementation and complexity of the task that the adapter is being trained on or for.

Artificial Inteligence 88

Artificial Inteligence Generative AI AWS Storage 88

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., at Facebook—both from 2020.

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CIO

SEPTEMBER 25, 2024

Alignment AI alignment refers to a set of values that models are trained to uphold, such as safety or courtesy. There’s only so much you can do with a prompt if the model has been heavily trained to go against your interests.” Training is most expensive,” says Andy Thurai, VP and principal analyst at Constellation Research.

Artificial Inteligence 214

Artificial Inteligence Open Source Training Software Review 214

CIO

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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Artificial Inteligence Enterprise Generative AI Technical Review 179

CIO

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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Government Open Source Artificial Inteligence Artificial Intelligence 191

CIO

JUNE 19, 2024

Microsoft has added generative artificial intelligence and other enhanced features to its quantum-computing platform as part of a larger strategy to deliver the game-changing technology to a broader range of users — in this case, the scientific community.

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