Palo Alto Networks

MAY 28, 2024

Scott Moser, CISO at Sabre , a leading software technology company for the travel industry, shares his insights on how AI is transforming cybersecurity at his organization. However, the rise of generative AI also introduces new risks.

Artificial Inteligence 86

Artificial Inteligence Generative AI Artificial Intelligence Machine Learning 86

AWS Machine Learning - AI

MAY 2, 2024

Amazon Personalize makes it straightforward to personalize your website, app, emails, and more, using the same machine learning (ML) technology used by Amazon, without requiring ML expertise. If you use Amazon Personalize with generative AI, you can also feed the metadata into prompts. compared to previous versions.

Artificial Inteligence 84

Artificial Inteligence Machine Learning AWS Software Engineering 84

AWS Machine Learning - AI

DECEMBER 5, 2023

In their implementation of generative AI technology, enterprises have real concerns about data exposure and ownership of confidential information that may be sent to LLMs. Protopia AI has partnered with AWS to deliver the critical component of data protection and ownership for secure and efficient enterprise adoption of generative AI.

Artificial Inteligence 89

Artificial Inteligence Enterprise Generative AI Data 89

AWS Machine Learning - AI

FEBRUARY 29, 2024

To learn more about the capabilities of Amazon Bedrock and knowledge bases, refer to Knowledge base for Amazon Bedrock. About the Authors Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build AI/ML solutions. In her free time, she likes to go for long runs along the beach.

Knowledge Base 105

Knowledge Base Artificial Inteligence Generative AI AWS 105

AWS Machine Learning - AI

APRIL 24, 2024

In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning. To increase training samples for better learning, we also used another LLM to generate feedback scores.

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Artificial Inteligence Engineering Performance Generative AI 101

AWS Machine Learning - AI

MAY 30, 2024

Retrieval Augmented Generation vs. fine tuning Traditional LLMs don’t have an understanding of Vitech’s processes and flow, making it imperative to augment the power of LLMs with Vitech’s knowledge base. To learn more, visit Amazon Bedrock. Outside of work, Samit enjoys playing cricket, traveling, and biking.

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Artificial Inteligence Technical Review Development Team Review Software Review 95

Altexsoft

FEBRUARY 5, 2019

AI is already being prominently used in eCommerce , insurance , travel , and many other areas, and it is growing way faster than governments are able to regulate via legislation. This is just one of the many game-changing capabilities of machine learning when it’s applied to business. And it’s about time.

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Artificial Inteligence Machine Learning Artificial Intelligence Automotive 66

CIO

MAY 6, 2024

“Noi dobbiamo rispondere ai clienti 365 giorni all’anno, 24 ore al giorno, e il chatbot che dà risposte chiare e certe, o accorcia i tempi di conversazione con i consulenti del servizio clienti, sarebbe importante”, afferma Maffei. Artificial Intelligence, CIO, Generative AI

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Artificial Inteligence ChatGPT Software Review Machine Learning 144

AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

Generative AI 107

Generative AI Artificial Inteligence Engineering Travel 107

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 93

Generative AI Artificial Inteligence Virtualization UI/UX 93

AWS Machine Learning - AI

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support.

Generative AI 107

Generative AI Artificial Inteligence Technical Review Development Team Review 107

AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. She is a member of AI/ML community and a Generative AI expert at AWS. awscli>=1.29.57

Generative AI 112

Generative AI Lambda AWS Artificial Inteligence 112

AWS Machine Learning - AI

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

Generative AI 97

Generative AI Artificial Inteligence Report Healthcare 97

AWS Machine Learning - AI

MAY 1, 2024

It comes in a range of parameter sizes—7 billion, 13 billion, and 70 billion—as well as pre-trained and fine-tuned variations. To learn more about Llama 2 on AWS, refer to Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart.

Artificial Inteligence 82

Artificial Inteligence AWS Training Generative AI 82

AWS Machine Learning - AI

JUNE 3, 2024

Then we train, build, test, and deploy the model using SageMaker Canvas, without writing any code. Solution overview SageMaker Canvas brings together a broad set of capabilities to help data professionals prepare, build, train, and deploy ML models without writing any code. For Training method , select Auto. Choose Export.

Generative AI 83

Generative AI Innovation Artificial Inteligence AWS 83

AWS Machine Learning - AI

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Will the data be used to train models, eventually risking the leak of sensitive data to public LLMs?

Generative AI 119

Generative AI AWS Artificial Inteligence Enterprise 119

Openxcell

JULY 10, 2023

As the world is experiencing the fourth industrial revolution ( industry 4.0), advanced modern technologies like Machine Learning (ML), Artificial Intelligence (AI), the Internet of Things (IoT), and Digital Twins (DT) are essential. Make the most out of digital twin technology with our Generative AI services.

Examples 52

Examples Trends Artificial Inteligence Applications 52

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. Share Code – EFS mounts facilitate the quick sharing of code artifacts between user profiles.

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Generative AI Artificial Inteligence Tools Software Review 91

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

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. They then use SQL to explore, analyze, visualize, and integrate data from various sources before using it in their ML training and inference.

Artificial Inteligence 83

Artificial Inteligence AWS Data Generative AI 83

TechCrunch

MARCH 29, 2023

The startup, based out of Cambridge, England, says it is building tooling that focuses on “autonomous agents, network infrastructure, and decentralised machine learning” that help enable communication and actions between AI applications, the idea being to make the work produced by them more actionable.

Blockchain 246

Blockchain Tools Artificial Inteligence Machine Learning 246

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. This solution can be applied to other dashboards at a later stage.

AWS 97

AWS Lambda Artificial Inteligence Performance 97

AWS Machine Learning - AI

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. Use the deployed models in your question answering generative AI applications. Deploy the BAAI/bge-small-en-v1.5

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Artificial Inteligence AWS Software Review Machine Learning 89

Altexsoft

NOVEMBER 1, 2023

This is a collection of texts used for linguistic analysis and training NER models. Word embeddings translate words or phrases into numerical vectors of fixed size, making it easier for machine learning models to process. Suppose a user reads several articles about “ sustainable travel trends.”

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Artificial Inteligence Machine Learning Systems Review Training 52

AWS Machine Learning - AI

JANUARY 12, 2024

In contrast, text embeddings use machine learning (ML) capabilities to capture the meaning of unstructured data. Embeddings are generated by representational language models that translate text into numerical vectors and encode contextual information in a document. Improve results with Cohere Rerank Embeddings are very powerful.

Applications 105

Applications Artificial Inteligence Sustainability Technical Review 105

Altexsoft

SEPTEMBER 13, 2023

In the world of machine learning , there’s a well-known saying, “An ML model is only as good as the training data you feed it with.” Watch our video about data preparation for ML tasks to learn more about this. Prompt engineering is used for different types of generative AI models: text-based models (e.g.,

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Engineering Artificial Inteligence Generative AI Technical Review 59

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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Generative AI AWS Artificial Inteligence Software Review 120

AWS Machine Learning - AI

MARCH 19, 2024

In the evolving landscape of manufacturing, the transformative power of AI and machine learning (ML) is evident, driving a digital revolution that streamlines operations and boosts productivity. To address this, you can use the FM’s ability to generate code in response to natural language queries (NLQs).

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Generative AI Industry Artificial Inteligence Knowledge Base 107

O'Reilly Media - Ideas

FEBRUARY 20, 2024

Being a Responsible Employer While the number of jobs lost to AI so far has been small, it’s not zero. Several copywriters have reported being replaced by ChatGPT; one of them eventually had to “accept a position training AI to do her old job.” Developing good prompts is serious work and it requires training.

ChatGPT 78

ChatGPT Systems Review Technical Review Education 78

AWS Machine Learning - AI

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances.

Generative AI 92

Generative AI Artificial Inteligence Training AWS 92

AWS Machine Learning - AI

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. Amazon Bedrock is the easiest way to build and scale generative AI applications with foundation models (FMs).

Artificial Inteligence 79

Artificial Inteligence Applications Generative AI AWS 79

Cloudera

MAY 31, 2023

Riding the wave of the generative AI revolution, third party large language model (LLM) services like ChatGPT and Bard have swiftly emerged as the talk of the town, converting AI skeptics to evangelists and transforming the way we interact with technology. The good news is that the open source community remains undefeated.

Generative AI 76

Generative AI Artificial Inteligence Enterprise ChatGPT 76

AWS Machine Learning - AI

NOVEMBER 26, 2023

Transcribe’s speech foundation model is trained using best-in-class, self-supervised algorithms to learn the inherent universal patterns of human speech across languages and accents. It is trained on millions of hours of unlabeled audio data from over 100 languages. He leads the Amazon Transcribe product team.

System 79

System AWS Generative AI Training 79