O'Reilly Media - Ideas

OCTOBER 31, 2023

And they let us pose problems that we really can’t think about if we limit ourselves to predictions like “While individual users are getting bored with ChatGPT, enterprise use of Generative AI will continue to grow.” In response, Hashicorp’s CEO has predicted that the rejection of business source licenses will be the end of Open Source.

Open Source 93

Open Source Microservices ChatGPT Generative AI 93

O'Reilly Media - Ideas

MAY 2, 2023

QuiLLMan is an open source voice chat. The RedPajama project intends to create a fully open source large language model. WasmGPT provides yet another way to run a ChatGPT-like AI chatbot in the browser, this time with WebAssembly. It uses a version of the Cerebras-GPT-1.3B What’s beyond ChatGPT?

Artificial Inteligence 111

Artificial Inteligence Trends ChatGPT Open Source 111

CIO

AUGUST 1, 2023

Building out a technology architecture scaling to multiple services applied to 500 million acres is a bold bet on using technology to drive growth. It will be driven by the fierce pace of evolution of best-of-breed technology like the Apache open-source data ecosystem.

Strategy 130

Strategy Artificial Inteligence Generative AI Open Source 130

Apiumhub

SEPTEMBER 21, 2023

As a figure heavily involved in the world of software architecture, Ben’s opinions are weighty, and his analysis sheds light on some critical issues that AI is facing or is about to face. The challenges for AI according to Ben Evans Costs and sustainability “CHATGPT alone could cost about $700,000 per day to operate.”

Artificial Inteligence 77

Artificial Inteligence Artificial Intelligence ChatGPT Software Review 77

Tenable

MAY 20, 2024

An overview of Fluent Bit and of the Linguistic Lumberjack vulnerability Fluent Bit is a lightweight, open-source data collector and processor that can handle large volumes of log data from various sources. The issue can be resolved by … … upgrading to the latest version of Fluent Bit. The issue has been assigned CVE-2024-4323.

Software Review 133

Software Review Cloud Technical Review Systems Review 133

O'Reilly Media - Ideas

OCTOBER 3, 2023

Also on the legal front: Hashicorp’s switch to a non-open source license has led the OpenTF foundation to build OpenTofu, a fork of Hashicorp’s Terraform product. AI OpenAI has announced that ChatGPT will support voice chats. Meta has released an open source dataset named FACET for testing AI models.

Artificial Inteligence 91

Artificial Inteligence Trends Open Source ChatGPT 91

CIO

DECEMBER 6, 2023

We are beginning to see commercial products for LLM Orchestration, as well as commonly used open-source frameworks such as LangChain and LlamaIndex. For instance, consider a conversational AI interface similar to ChatGPT. Users might want to query their ERP system to check the status of their open purchase orders.

Artificial Inteligence 299

Artificial Inteligence Generative AI Enterprise Scalability 299

Tenable

JULY 21, 2023

Plus, why you should pay attention to the FTC’s investigation into ChatGPT-maker OpenAI. Businesses should track it with the same level of interest they’re showing when assessing the undeniable benefits and opportunities of tools like ChatGPT. Aimed at C-level executives, it touches on the promise and risk of tools like ChatGPT.

Security 52

Security Artificial Inteligence ChatGPT Generative AI 52

CIO

JULY 18, 2023

Still, software developers seeking to leverage graphics chips for non-graphical applications had to wrangle their calculations into a form that could be sent to the GPU as a series of instructions for either Microsoft’s DirectX graphics API or the open-source OpenGL (Open Graphics Library).

Artificial Inteligence 246

Artificial Inteligence Company Pharmaceuticals 3D 246

O'Reilly Media - Ideas

APRIL 11, 2023

Since the release of ChatGPT last November, it has sucked all the air out of technology discussions. An open source CRDT library from the Ink & Switch project promises to make decentralized applications much easier to build. But it makes me wonder what topics aren’t getting the attention that they deserve.

Blockchain 120

Blockchain Technical Review Open Source Software Review 120

AWS Machine Learning - AI

DECEMBER 12, 2023

Their quick adoption is evident by the amount of time required to reach a 100 million users, which has gone from “4.5yrs by facebook” to an all-time low of mere “2 months by ChatGPT.” A generative pre-trained transformer (GPT) uses causal autoregressive updates to make prediction. We’ll outline how we cost-effectively (3.2

AWS 94

AWS Artificial Inteligence Training Meeting 94

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. Companies are looking at Google’s Bard, Anthropic’s Claude, Databricks’ Dolly, Amazon’s Titan, or IBM’s WatsonX, but also open source AI models like Llama 2 from Meta.

Artificial Inteligence 246

Artificial Inteligence Generative AI Open Source ChatGPT 246

CIO

JANUARY 3, 2024

In mid-November, OpenAI’s board fired the CEO of the company, Sam Altman, the guy who put ChatGPT on the map and ushered in a new era of corporate AI deployments. Other respondents said they aren’t using any generative AI models, are building their own, or are using an open-source alternative. Do they have a moat?

Technical Review 328

Technical Review Generative AI Systems Review Software Review 328

CIO

FEBRUARY 28, 2024

Plus, when you add in cloud-based gen AI tools like ChatGPT, the percentage of companies using gen AI in one form or another becomes nearly universal. What you have to do as a CIO is take an architectural approach and invest in a common platform.” Early last summer, ChatGPT was pretty much the only game in town.

Artificial Inteligence 329

Artificial Inteligence Technical Review Generative AI Fractional CTO 329

O'Reilly Media - Ideas

APRIL 23, 2024

Google, for example, invented the Large Language model architecture that underlies today’s disruptive AI startups. While the results are as yet inferior to those offered by Google and Amazon, users are already asking questions of ChatGPT that would once have gone to a search engine.

Technical Review 122

Technical Review Advertising Pharmaceuticals Internet 122

TechCrunch

MAY 9, 2023

It’s often said that large language models (LLMs) along the lines of OpenAI’s ChatGPT are a black box, and certainly, there’s some truth to that. The engineers behind it stress that it’s in the early stages, but the code to run it is available in open source on GitHub as of this morning.

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Artificial Inteligence Tools Weak Development Team Open Source 278

O'Reilly Media - Ideas

SEPTEMBER 5, 2023

AI OpenAI has announced ChatGPT Enterprise , a version of ChatGPT that targets enterprise customers. ChatGPT Enterprise offers improved security, a promise that they won’t train on your conversations, single sign on, an admin console, a larger 32K context, higher performance, and the elimination of usage caps.

Trends 96

Trends Artificial Inteligence ChatGPT Weak Development Team 96

O'Reilly Media - Ideas

JANUARY 25, 2024

While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. ChatGPT changed the industry, if not the world. Our data shows that most topics in software architecture and design are down year-over-year.

Trends 119

Trends Technical Review Technology Artificial Inteligence 119

O'Reilly Media - Ideas

FEBRUARY 7, 2023

It’s nowhere near as flexible as tools like Stable Diffusion, but it means that ChatGPT can not only write letters, it can sign them. ChatGPT has been shown to be good at explaining code. RLHF, which was used in ChatGPT, could be a good way to build AI systems that are less prone to hate speech and similar problems.

Artificial Inteligence 87

Artificial Inteligence Trends ChatGPT Malware 87

Existek

OCTOBER 18, 2023

Even taking into account the buzz around ChatGPT, companies feel a necessity to keep the market pace as well as introduce something extra for their customers. With advancements driven by research breakthroughs, increased computing power, larger datasets, and innovative model architectures, it introduced sophisticated generative AI models.

Generative AI 52

Generative AI Healthcare Artificial Inteligence Artificial Intelligence 52

Xebia

JUNE 1, 2023

In the sea of AI, there’s a new threat on the horizon: Large Language Models (LLMs) and products built upon them, like ChatGPT and GitHub Copilot. With ChatGPT, I created an application in a new programming language, Go, in minutes instead of days. Human-crafted architecture First of all, how should the program be structured?

ChatGPT 130

ChatGPT Artificial Inteligence Programming Training 130

Cloudera

SEPTEMBER 7, 2023

With the emergence of new creative AI algorithms like large language models (LLM) fromOpenAI’s ChatGPT, Google’s Bard, Meta’s LLaMa, and Bloomberg’s BloombergGPT—awareness, interest and adoption of AI use cases across industries is at an all time high. Deploy a hybrid data platform. Basic Process Automation.

Insurance 79

Insurance Artificial Inteligence Data Systems Review 79

O'Reilly Media - Ideas

JANUARY 4, 2024

The SwitchKit is an open source software development kit that allows you to replace OpenAI with an open source language model easily. A group of over 50 organizations, including Meta, IBM, and HuggingFace has formed the AI Alliance to focus on the development of open source models. It’s similar to Airtable.

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Artificial Inteligence Trends Artificial Intelligence Open Source 97

CIO

JUNE 13, 2023

Salesforce AI Cloud offers a choice of LLMs Salesforce’s AI Cloud architecture is built in such a way that it supports multiple LLMs and their training, according to the company. The Salesforce Trusted AI Cloud architecture consists of multiple layers. Salesforce highlighted security features of its Einstein GPT Trust architecture.

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Artificial Inteligence Cloud Generative AI Architecture 130

Tenable

APRIL 28, 2023

Check out our roundup of what we found most interesting at RSA Conference 2023, where – to no one’s surprise – artificial intelligence captured the spotlight, as the cybersecurity industry grapples with a mixture of ChatGPT-induced fascination and worry. Oh generative AI, it hurts so good! My, oh, my – so much talk about AI!

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ChatGPT Conference Artificial Inteligence Weak Development Team 53

John Snow Labs

MAY 26, 2023

Transformers, a type of neural network architecture, are a popular method for generating these embeddings. Introduction to Spark NLP Spark NLP is an open-source library maintained by John Snow Labs. If you are only using the open-source library, you can start the session with spark = nlp.start(nlp=False).

Open Source 52

Open Source ChatGPT Analysis Training 52

Cloudera

AUGUST 28, 2023

The release of ChatGPT pushed the interest in and expectations of Large Language Model based use cases to record heights. Powerful LLMs can cover diverse topics, from providing lifestyle advice to informing the design of transformer architectures. Best of all, the AMP was built with 100% open source technology.

Artificial Inteligence 75

Artificial Inteligence Enterprise Data Knowledge Base 75

Cloudera

APRIL 27, 2023

Lost in the talk about OpenAI is the tremendous amount of compute needed to train and fine-tune LLMs, like GPT, and Generative AI, like ChatGPT. To accomplish this, OpenAI has employed Ray to power the distributed compute platform to train each release of the GPT models.

Machine Learning 75

Machine Learning Artificial Inteligence ChatGPT Training 75

O'Reilly Media - Ideas

MARCH 1, 2023

In 2021, we saw that GPT-3 could write stories and even help people write software ; in 2022, ChatGPT showed that you can have conversations with an AI. Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. growth over 2021.

Trends 137

Trends Technical Review Technology Software Review 137

Sunflower Lab

MARCH 14, 2023

Plus, it is open source. based open-source web application framework. It is a free and open-source web application framework written in Python. It follows the model-view-template architectural pattern. It follows the model–view–controller (MVC) architectural pattern. Architecture – Node.JS

Software Review 52

Software Review Development Technical Review MVC 52

Tenable

AUGUST 4, 2023

Seeking transformative benefits, businesses of all sizes and across industries are using generative AI tools like ChatGPT, but most are turning a blind eye to the technology’s risks in areas like cybersecurity and compliance. Source: Cyberseek, Aug. Check out the aptly titled blog “What is a Zero Trust Architecture?”

Generative AI 52

Generative AI Software Review Technical Review Development Team Review 52

Altexsoft

NOVEMBER 1, 2023

Several neural network architectures are prominent in the NER domain. Transformer architectures, including the likes of GPT, have reshaped the landscape of NLP tasks, including NER. Transfer learning involves adapting a pre-trained model, like GPT-4 or RoBERTa , for a specific NER task.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Systems Review Training 52

Cloudera

DECEMBER 20, 2023

We see AI applications like chatbots being built on top of closed-source or open source foundational models. Ray | Distributed Compute Framework Lost in the talk about OpenAI is the tremendous amount of compute needed to train and fine-tune LLMs, like GPT, and generative AI, like ChatGPT.

Artificial Inteligence 70

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 70

Sunflower Lab

APRIL 13, 2023

Is easily scalable, with a robust architecture and is flexible. MERN → Lower developmental costs as it is an open-source stack. Java Spring Boot – This is a Java-based, open-source framework that is perfect for web applications. Spring Boot has starters that are basically popular libraries. → Flexible code writing.

Technical Review 59

Technical Review Software Development Software Review Weak Development Team 59

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.

Open Source 97

Open Source Artificial Inteligence Weak Development Team Compliance 97

OpenCredo

OCTOBER 30, 2023

In the last year, Large Language Models (LLMs) have taken centre stage in the realm of artificial intelligence thanks to the popularity of tools such as ChatGPT. This architecture is illustrated below: Further Improvements The summarisation approach should go a long way in improving the overall output of the system.

Artificial Inteligence 59

Artificial Inteligence How To Windows Technical Review 59

Invid Group

MARCH 19, 2024

ChatGPT is an excellent example of this technology, given that its architecture relies on sifting through large-scale datasets to learn patterns and generate human-like text. Furthermore, the open-source community encourages cooperation and creativity, democratizing machine-learning resources and technologies.

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Artificial Inteligence Machine Learning Technical Review Artificial Intelligence 98