AWS Machine Learning - AI

DECEMBER 12, 2023

A generative pre-trained transformer (GPT) uses causal autoregressive updates to make prediction. Variety of tasks such as speech recognition, text generation, and question answering are demonstrated to have stupendous performance by these model architectures. We’ll outline how we cost-effectively (3.2 billion in Pythia.

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AWS Artificial Inteligence Training Meeting 89

CIO

DECEMBER 18, 2023

Over the summer, I wrote a column about how CIOs are worried about the informal rise of generative AI in the enterprise. Since then, many CIOs I’ve spoken with have grappled with enterprise data security and privacy issues around AI usage in their companies. AI is evolving faster than any tech wave we have seen in the past.

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Artificial Inteligence Enterprise Generative AI Firewall 265

Perficient

MAY 10, 2023

Watsonx is designed to help enterprises scale and accelerate the impact of the most advanced AI with trusted data. Watsonx will offer a studio, a data store, and a governance toolkit for building, tuning, and deploying foundation models and generative AI across any cloud environment. What are Foundation Models and Generative AI?

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Existek

OCTOBER 18, 2023

In this article, we’ll discuss the topic of generative AI in healthcare and how it’s transforming this vital industry. List of the Content What is generative AI? How is generative AI transforming healthcare? Challenges of generative AI in healthcare Conclusion WHAT IS GENERATIVE AI?

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CIO

NOVEMBER 16, 2023

Generative AI is transforming the world, changing the way we create images and videos, audio, text, and code. According to a September survey of IT decision makers by Dell, 76% say gen AI will have a “significant if not transformative” impact on their organizations, and most expect to see meaningful results within the next 12 months.

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Artificial Inteligence ChatGPT Open Source Azure 320

CIO

SEPTEMBER 21, 2023

Generative AI touches every aspect of the enterprise, and every aspect of society,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PricewaterhouseCoopers. Even better is when the AI can be adapted to the unique needs of each business. billion this year to $36 billion by 2028.

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Artificial Inteligence Enterprise Trends ChatGPT 316

CIO

JULY 10, 2023

One of the ways Rokita is looking to stay ahead in the AI landscape is the creation of a new ChatGPT plugin that exposes Edmunds’ unstructured data—vehicle reviews, ratings, editorials—to the generative AI. Artificial Intelligence, CIO, Data Management, Generative AI, Innovation, IT Leadership, Machine Learning

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Infrastructure Artificial Inteligence Data Generative AI 211

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. With Bedrock’s serverless experience, one can get started quickly, privately customize FMs with their own data, and easily integrate and deploy them into applications using the AWS tools without having to manage any infrastructure.

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CIO

AUGUST 24, 2023

Several gen AI vendors, including OpenAI, Microsoft, Midjourney, Stable Diffusion, and others, have had suits filed against them. These complaints, filed by a variety of different copyright holders, allege the companies of training their AIs on copyrighted data—images, code, and text.

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Artificial Inteligence Security Open Source ChatGPT 237

Datavail

OCTOBER 18, 2023

This event brought together developers, DBAs, researchers, decision-makers, and contributors to the open-source PostgreSQL community. The Datavail team also met with their cloud partners Microsoft and AWS. There was a lot of buzz around the release of PostgreSQL 16, new database trends, and of course, generative AI.

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Artificial Inteligence AWS Open Source Generative AI 74

AWS Machine Learning - AI

JANUARY 9, 2024

With the rapid adoption of generative AI applications, there is a need for these applications to respond in time to reduce the perceived latency with higher throughput. Foundation models (FMs) are often pre-trained on vast corpora of data with parameters ranging in scale of millions to billions and beyond.

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Artificial Inteligence Generative AI AWS Technical Advisors 97

Perficient

MAY 28, 2024

Seeing AWS, Microsoft, Salesforce, Adobe, SAP, and Oracle all manning booths at IBM’s big show was jarring, as it’s almost unheard of. In this environment of radical collaboration, I think something really compelling might’ve gotten lost… a little open source project they launched called InstructLab.

Open Source 52

Open Source Artificial Inteligence Training AWS 52

O'Reilly Media - Ideas

MAY 2, 2023

Only a few organizations can build, train, and run the large LLMs. But almost anyone can train a small LLM that will run on a well-equipped laptop or desktop. AI NVidia has announced Nemo Guardrails , a product whose purpose is to keep Large Language Models operating safely. QuiLLMan is an open source voice chat.

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Artificial Inteligence Trends ChatGPT Open Source 106

CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We use AWS and Azure. But the foray isn’t entirely new. We will pick the optimal LLM.

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Generative AI Artificial Inteligence ChatGPT Azure 287

Tenable

APRIL 19, 2024

Check out recommendations for securing AI systems from the Five Eyes cybersecurity agencies. Plus, Stanford University offers a comprehensive review of AI trends. Meanwhile, a new open-source tool aims to simplify SBOM usage. At about 500 pages, it’s an all-encompassing deep dive into today’s key AI issues.

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Artificial Inteligence Trends Technical Advisors Analysis 74

O'Reilly Media - Ideas

AUGUST 8, 2023

At its peak, ChatGPT was in very exclusive company: it’s not quite on the level of Python, Kubernetes, and Java, but it’s in the mix with AWS and React, and significantly ahead of Docker. What’s more interesting, though, is that the search term “Generative AI” suddenly emerged from the pack as the third most popular search term.

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Artificial Inteligence ChatGPT Generative AI Machine Learning 77

O'Reilly Media - Ideas

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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Generative AI Enterprise ChatGPT Open Source 117

O'Reilly Media - Ideas

JULY 5, 2023

Google’s AudioPaLM, which unites speech recognition, speech synthesis, and language modeling, may show the direction in which AI is heading. There’s also increasing concern about the consequences of training AI on data that was generated by AI. They have not released an open source version.

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Artificial Inteligence Trends Software Review 3D 95

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. There are three general types of vector databases: Dedicated SaaS options like Pinecone.

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Generative AI Disaster Recovery Artificial Inteligence AWS 104

Crunchbase News

DECEMBER 21, 2023

As part of the deal, Anthropic will now use Amazon Web Services data centers, as well as AWS Trainium and Inferentia chips to build, train and deploy its models. Founded in 2021, the generative AI platform is a competitor to other AI firms such as OpenAI and Google. The immediate investment is $1.25

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AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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Generative AI Lambda AWS Technical Review 91

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Embeddings were generated using Amazon Titan.

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AWS Lambda Artificial Inteligence Performance 97

Sunflower Lab

FEBRUARY 12, 2024

The primary and significant distinction between a large language model and a small language model lies in their capacity, performance, and the volume of data used for training. To sum it up, in generative AI the key distinction between large and small language models lies in their scale.

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Artificial Inteligence Training Software Review Systems Review 52

CIO

DECEMBER 13, 2023

Most recently, in June, it spent $650 million to buy Casetext, a 104-employee company that offers an AI assistant for legal professionals powered by OpenAI’s GPT-4, the same large language model (LLM) behind ChatGPT. But that’s not the only big bet the company is making on generative AI. We see huge value unlock in that.”

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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. Many, if not most, enterprises deploying generative AI are starting with OpenAI, typically via a private cloud on Microsoft Azure.

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Artificial Inteligence Generative AI Open Source ChatGPT 218

Modus Create

MAY 28, 2024

In our Conversations with Chief Innovators series, Larry explains that business leaders are concerned because AI “exhibits behaviors we might label as bad in humans.” As a result, he says, “We need to understand and quantify the risk profile of new solutions using generative AI.” But what does that look like for your business?

Strategy 64

Strategy Weak Development Team Technical Review Government 64

CIO

JANUARY 3, 2024

Other respondents said they aren’t using any generative AI models, are building their own, or are using an open-source alternative. Synthetic media, which includes AI-generated text, images, audio, and video, grew by 222% compared to the previous year. And the AI writing assistant category grew by 177%.

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Technical Review Generative AI Systems Review Software Review 292

AWS Machine Learning - AI

DECEMBER 14, 2023

Amazon SageMaker Studio offers a broad set of fully managed integrated development environments (IDEs) for machine learning (ML) development, including JupyterLab, Code Editor based on Code-OSS (Visual Studio Code Open Source), and RStudio. Both JupyterLab and Code Editor can be launched using a flexible workspace called Spaces.

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Generative AI Artificial Inteligence Tools Software Review 91

AWS Machine Learning - AI

DECEMBER 13, 2023

In this post, we showcase fine-tuning a Llama 2 model using a Parameter-Efficient Fine-Tuning (PEFT) method and deploy the fine-tuned model on AWS Inferentia2. We use the AWS Neuron software development kit (SDK) to access the AWS Inferentia2 device and benefit from its high performance.

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Artificial Inteligence AWS Machine Learning Software Review 104

AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects.

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Artificial Inteligence Meeting Generative AI AWS 97

AWS Machine Learning - AI

APRIL 16, 2024

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them. or later image versions.

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AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications.

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Artificial Inteligence Generative AI AWS Load Balancer 103

John Snow Labs

JANUARY 25, 2024

John Snow Labs , the AI for healthcare company, has completed its highest growth year in company history. Attributed to its state-of-the-art artificial intelligence (AI) models and proven customer success, the focus on generative AI has gained the company industry recognition.

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Artificial Inteligence Generative AI Healthcare Case Study 94

AWS Machine Learning - AI

APRIL 1, 2024

Machine learning (ML) research has proven that large language models (LLMs) trained with significantly large datasets result in better model quality. In the last few years, the size of current generation models has increased significantly, and they require modern tools and infrastructure to be trained efficiently and at scale.

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Artificial Inteligence Machine Learning AWS Training 96

CIO

JUNE 13, 2023

The Salesforce AI Cloud combines the company’s previously announced Slack GPT, Tableau GPT, Apex GPT , MuleSoft GPT, Flow GPT, Service GPT, Marketing GPT, and Commerce GPT along with the new Einstein Trust layer and a prompt engineering tool for training large language models (LLMs ).

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Artificial Inteligence Cloud Generative AI Architecture 130

Altexsoft

OCTOBER 26, 2023

AI coding tools utilize deep learning models trained on extensive datasets of source code, often derived from open-source projects. Generative AI is, in turn, a subset of deep learning. Five use cases of generative AI in business. Improved code quality.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

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Artificial Inteligence Training Metrics Off-The-Shelf 87