Crunchbase News

NOVEMBER 13, 2024

LLM customization Is the startup using a mostly off-the-shelf LLM — e.g., OpenAI ’s ChatGPT — or a meaningfully customized LLM? 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.

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Artificial Inteligence UI/UX Off-The-Shelf Generative AI 133

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

FEBRUARY 16, 2023

Natural language processing ( NLP ), while hardly a new discipline, has catapulted into the public consciousness these past few months thanks in large part to the generative AI hype train that is ChatGPT. ‘Data-centric’ NLP With NLP one of the hot AI trends of the moment, Kern AI today announced that it has raised €2.7

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Open Source Development ChatGPT Training 232

The Crazy Programmer

JUNE 14, 2024

It uses OpenAI’s Codex, a language model trained on a vast amount of code from public repositories on GitHub. Cons Privacy Concerns : Since it is trained on public repositories, there may be concerns about code privacy and intellectual property. It leverages a transformer-based architecture similar to that of GPT-3.

Programming 271

Programming Tools Software Review Artificial Inteligence 271

O'Reilly Media - Ideas

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. A quick scan of the web will show you lots of things that ChatGPT can do. which has received some specialized training.

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ChatGPT Artificial Inteligence Software Review Training 139

Github

NOVEMBER 8, 2023

First released in 2005, Git was still a new open source version control system when we founded GitHub. At GitHub, we know developers love to learn by doing and open source helps developers more rapidly adopt new technologies, integrate them into their workflows, and build what’s next.

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Open Source Generative AI Research Development 145

O'Reilly Media - Ideas

NOVEMBER 5, 2024

Google is open-sourcing SynthID, a system for watermarking text so AI-generated documents can be traced to the LLM that generated them. Unlike many of Mistral’s previous small models, these are not open source. Nemotron-70B-Instruct-HF , a language model that outperforms both GPT-4o and Claude 3.5 on benchmarks.

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Artificial Inteligence Trends Software Review Open Source 107

Openxcell

JANUARY 20, 2025

LLM or large language models are deep learning models trained on vast amounts of linguistic data so they understand and respond in natural language (human-like texts). It is an open-source model that offers extensive fine-tuning capabilities using reinforcement learning (based on human response).

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Artificial Inteligence Tools Open Source Architecture 105

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.

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Artificial Inteligence Open Source Training Software Review 214

CIO

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. It’s blocked.” There’s no perfect solution.

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Artificial Inteligence ChatGPT Open Source Azure 209

TechCrunch

MARCH 30, 2023

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. ChatGPT plugins could represent somewhat of an existential threat to Fixie, in fact.

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Artificial Inteligence Company ChatGPT Generative AI 255

CIO

NOVEMBER 27, 2023

ChatGPT, Stable Diffusion, and DreamStudio–Generative AI are grabbing all the headlines, and rightly so. So, does every enterprise need to build a dedicated AI development team and a supercomputer to train their own AI models? Communities like Hugging Face offer a huge range of open-source models and applications.

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Artificial Inteligence Generative AI ChatGPT Open Source 198

CIO

JULY 11, 2024

“Manufacturers also must grapple with data quality concerns and whether existing data resources are sufficient for training these AI models well enough.” Commercial vs opensource Lucidworks also found that 47% of companies use commercial LLMs like Gemini and ChatGPT alone, while 30% have opted for open source exclusively.

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Technical Review Generative AI Open Source Systems Review 187

TechCrunch

DECEMBER 30, 2022

Alt-ChatGPT : In the wake of the response to OpenAI’s ChatGPT comes an open source equivalent. but Kyle writes that it isn’t pre-trained, which means good luck running it. For the fusion : Tim took a look at five startups primed to benefit from the recent breakthroughs in fusion. [TC+].

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Company ChatGPT Open Source Windows 245

TechCrunch

AUGUST 21, 2023

With the rise in popularity of Large Language Models (LLMs) and generative AI tools like ChatGPT, developers have found use cases to mold text in different ways for use cases ranging from writing emails to summarizing articles. In June, Meta open sourced its own AI-powered music generator called MusicGen.

Development 244

Development Artificial Inteligence Open Source Generative AI 244

Agile Engine

APRIL 15, 2024

Open-source large language models (LLMs) have improved significantly in the past twelve months in terms of performance, developer experience, and community support. Let’s explore what advantages can make open-source LLMs a viable solution for your company in 2024. That’s where open-source LLMs come into play.

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Open Source Artificial Inteligence Weak Development Team Compliance 97

CIO

SEPTEMBER 29, 2023

ChatGPT As evidence of its meteoric rise, ChatGPT was the most searched generative AI skill on Upwork in early 2023, just months after its launch at the end of November 2022. Lauded features include dynamic computation graphics, a Python foundation, and automatic differentiation for creating and training deep neural networks.

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Generative AI Artificial Inteligence Machine Learning ChatGPT 214

TechCrunch

APRIL 17, 2023

These two highly trained, former special forces soldiers have now poured all their knowledge – as well as academic research papers and other data – into training data for their platform on how to build teams. He also wrote the 2020 book “ The Commando Mindset ”, published by Penguin. And that’s the difference.

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ChatGPT Coaching Weak Development Team Sport 204

TechCrunch

DECEMBER 17, 2022

Every LinkedIn "influence," VC, and "career coach" seems to be on the RTO train. In the rest of this newsletter, we’ll talk about opinionated AI and open source — as well as staff gift guides. Image Credits: Lensa AI on Instagram (opens in a new window). How open source is shaping Twitter’s future.

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Technical Review Open Source Biotech ChatGPT 246

CIO

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.” And at the end of March, Italy banned ChatGPT entirely, before unbanning it again about a month later. Traditional ML requires a lot of data, experienced data scientists, as well as training and tuning.

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Artificial Inteligence Enterprise Trends Open Source 195

InfoWorld

DECEMBER 21, 2023

ChatGPT can answer questions about a wide range of technology subjects, including how to write R code. That means ChatGPT's power is available to every R programmer, even those who know little about large language models. Don't use ChatGPT tools to process sensitive information. ChatGPT may confidently return incorrect answers.

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ChatGPT Artificial Inteligence Tools Programming 98

O'Reilly Media - Ideas

AUGUST 8, 2023

I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. The number of searches for Machine Learning itself held steady, though it arguably declined slightly when ChatGPT appeared. What can we make of this?

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Artificial Inteligence ChatGPT Generative AI Machine Learning 98

CIO

SEPTEMBER 19, 2024

Goldcast, a software developer focused on video marketing, has experimented with a dozen open-source AI models to assist with various tasks, says Lauren Creedon, head of product at the company. The company isn’t building its own discrete AI models but is instead harnessing the power of these open-source AIs.

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CTO Coach Artificial Inteligence Open Source Fractional CTO 207

CIO

JANUARY 24, 2024

ChatGPT has turned everything we know about AI on its head. Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. In many ways, ChatGPT put AI in the spotlight, creating a widespread awareness of AI as a whole—and helping to spur the pace of its adoption. AI encompasses many things.

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Artificial Inteligence Generative AI ChatGPT Machine Learning 168

TechCrunch

JANUARY 25, 2023

We saw huge neural networks trained on a massive corpora of data that can accomplish exceedingly impressive tasks, none more famous than OpenAI’s GPT-3 and its newer, hyped offspring, ChatGPT. Of course, companies can still choose other peer open-sourced models.

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Artificial Inteligence Machine Learning Open Source ChatGPT 221

TechCrunch

APRIL 26, 2023

There is a really large gap to close between these amazing capabilities that folks can play with in things like ChatGPT, and then [applying that] to the kind of hardest challenges in the business. What’s kind of really interesting is that you can actually use the larger models to train smaller models.

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Applications Artificial Inteligence Company ChatGPT 231

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

CIO

DECEMBER 1, 2023

Since its origins in the early 1970s, LexisNexis and its portfolio of legal and business data and analytics services have faced competitive threats heralded by the rise of the Internet, Google Search, and open source software — and now perhaps its most formidable adversary yet: generative AI, Reihl notes.

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Generative AI Artificial Inteligence ChatGPT Azure 193

O'Reilly Media - Ideas

JANUARY 16, 2024

ChatGPT was released just over a year ago (at the end of November 2022), and countless people have already written about their experiences using it in all sorts of settings. (I I even contributed my own hot take last year with my O’Reilly Radar article Real-Real-World Programming with ChatGPT.) What more is left to say by now?

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ChatGPT Artificial Inteligence Backup Systems Review 115

CIO

JULY 3, 2023

Less is More OpenAI’s ChatGPT and Dall-E 2 generative AI (GenAI) models have revolutionized how we think about AI and what it can do. 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. billion in funding rounds.

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Artificial Inteligence ChatGPT Generative AI Open Source 158

CIO

MAY 22, 2023

In the end, there should be an EU-wide body of law to regulate the use of AI technologies, such as ChatGPT. Italy, for instance, has recently taken a tougher stance and banned Open AI’s generative AI tool ChatGPT due to a lack of age controls for use and possible copyright infringement in the training data.

Innovation 167

Innovation Technical Review Artificial Inteligence Artificial Intelligence 167

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

AUGUST 16, 2023

Ever since OpenAI’s ChatGPT set adoption records last winter, companies of all sizes have been trying to figure out how to put some of that sweet generative AI magic to use. The Azure deployment gives companies a private instance of the chatbot, meaning they don’t have to worry about corporate data leaking out into the AI’s training data set.

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Artificial Inteligence Generative AI Open Source ChatGPT 148

CIO

DECEMBER 11, 2023

The provisional agreement defines the rules for the governance of AI in biometric surveillance and how to regulate general-purpose AI systems (GPAIS), such as ChatGPT. We promote innovation through regulatory sandboxes, real-world testing and open sources [excluding open source AI systems from transparency requirement].

Government 191

Government Open Source Artificial Inteligence Artificial Intelligence 191

CIO

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 also prohibits staff from using ChatGPT to write letters to clients. One option, however, is to use open source software. The risk is too high.”

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Security Artificial Inteligence Open Source ChatGPT 148

O'Reilly Media - Ideas

FEBRUARY 4, 2025

Whats important is that it appears to have been trained with one-tenth the resources of comparable models. Berkeley has released Sky-T1-32B-Preview, a small reasoning model that cost under $450 to train. OpenAI has announced a new technique for training its new reasoning models to be safe. Its based on Alibabas Qwen2.5-32B-Instruct.

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Artificial Inteligence Trends Software Review Open Source 72

CIO

JUNE 12, 2024

Companies use gen AI to create synthetic data, find and remove sensitive information from training data sets, add meaning and context to data, and perform other higher-level functions where traditional ML approaches fall short. And three years ago, long before ChatGPT hit the scene, it began using gen AI. “We

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Artificial Inteligence Data Training ChatGPT 211