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. Rapidly evolving frameworks – Open source frameworks like LangChain are evolving rapidly.

Generative AI 129

Generative AI Disaster Recovery Artificial Inteligence AWS 129

CIO

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

CIO

AUGUST 15, 2024

Generative AI has been hyped so much over the past two years that observers see an inevitable course correction ahead — one that should prompt CIOs to rethink their gen AI strategies. Operating profit gains from AI doubled to nearly 5% between 2022 and 2023, with the figure expected to reach 10% by 2025, she adds.

Technical Review 214

Technical Review Generative AI Fractional CTO Artificial Inteligence 214

AWS Machine Learning - AI

AUGUST 8, 2024

By integrating generative AI, they can now analyze call transcripts to better understand customer pain points and improve agent productivity. Additionally, they are using generative AI to extract key call drivers, optimize agent workflows, and gain deeper insights into customer sentiment.

Generative AI 117

Generative AI Artificial Inteligence AWS Machine Learning 117

AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Whether you’re looking for a managed solution or build your own, you can use these new capabilities to power your journey.

Generative AI 118

Generative AI Artificial Inteligence AWS Sport 118

CIO

JANUARY 24, 2025

In bps case, the multiple generations of IT hardware and software have been made even more complex by the scope and variety of the companys operations, from oil exploration to electric vehicle (EV) charging machines to the ordinary office activities of a corporation. If we are lagging and just playing catch-up, we might as well buy it.

Applications 88

Applications Energy Open Source Artificial Inteligence 88

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.

Generative AI 116

Generative AI Tools Artificial Inteligence Software Review 116

AWS Machine Learning - AI

APRIL 10, 2025

Today, we are excited to announce that Mistral AI s Pixtral Large foundation model (FM) is generally available in Amazon Bedrock. With this launch, you can now access Mistrals frontier-class multimodal model to build, experiment, and responsibly scale your generative AI ideas on AWS.

Generative AI 87

Generative AI AWS Technical Review Artificial Inteligence 87

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.

Artificial Inteligence 148

Artificial Inteligence Generative AI Open Source ChatGPT 148

CIO

MAY 13, 2024

IBM is betting big on its toolkit for monitoring generative AI and machine learning models, dubbed watsonx.governance , to take on rivals and position the offering as a top AI governance product, according to a senior executive at IBM. An enterprise/production tier is slated for future availability.

Artificial Inteligence 183

Artificial Inteligence Generative AI Artificial Intelligence Government 183

AWS Machine Learning - AI

JULY 9, 2024

As generative artificial intelligence (AI) inference becomes increasingly critical for businesses, customers are seeking ways to scale their generative AI operations or integrate generative AI models into existing workflows. You can use pre-optimized models or create your own custom optimizations.

Generative AI 93

Generative AI Artificial Intelligence LAN Artificial Inteligence 93

AWS Machine Learning - AI

APRIL 21, 2025

The optimized prompt often includes more explicit instructions on processing the input variables and generating the desired output format. As an enthusiastic Generative AI advocate, he enjoys exploring AI infrastructure and LLM application development. Huong Nguyen is a Principal Product Manager at AWS.

Artificial Inteligence 61

Artificial Inteligence Groups Applications Innovation 61

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. Data Engineer at Amazon Ads.

Data 107

Data AWS Groups Knowledge Base 107

AWS Machine Learning - AI

NOVEMBER 21, 2023

We also released the updated version of the open source postprocessing toolkit, purpose-built for Amazon Textract, known as Amazon Textract Textractor. Next, we generate vector embeddings for the chunks and load them into a vector database in two separate collections.

Generative AI 103

Generative AI Artificial Inteligence Metrics Software Review 103

AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. He specializes in core machine learning and generative AI. Preston Tuggle is a Sr.

Insurance 88

Insurance AWS eCommerce Software Review 88

AWS Machine Learning - AI

AUGUST 29, 2024

About the Authors Saurabh Trikande is a Senior Product Manager for Amazon SageMaker Inference. Abhishek Sawarkar is a product manager in the NVIDIA AI Enterprise team working on integrating NVIDIA AI Software in Cloud MLOps platforms. How are you?"}, {"role": "assistant", "content": "Hi!

Generative AI 79

Generative AI Artificial Inteligence Microservices AWS 79

AWS Machine Learning - AI

SEPTEMBER 24, 2024

To address this challenge, the contact center team at DoorDash wanted to harness the power of generative AI to deploy a solution quickly, and at scale, while maintaining their high standards for issue resolution and customer satisfaction. Everything you need is also provided as open source in our GitHub repo.

Knowledge Base 93

Knowledge Base Generative AI Artificial Inteligence Lambda 93

CIO

AUGUST 8, 2024

Tokens, or pieces of words that form the basis of most gen AI pricing structures, are a strange metric. Tokens are not a unit of value,” says Eric Moakley, the company’s head of product management. “So We get the right information at the right time, and we were able to build it fast thanks to AI.

Artificial Inteligence 210

Artificial Inteligence How To Generative AI Weak Development Team 210

CIO

OCTOBER 2, 2024

Nvidia provides open-source tools and enterprise software for filtering, which can be configured to remove things like personally identifiable information (PII) or information that’s toxic for a given domain. Structured data is relatively easy, but the unstructured data, while much more difficult to categorize, is the most valuable.

Data 211

Data Compliance Government Guidelines 211

AWS Machine Learning - AI

SEPTEMBER 13, 2024

We are announcing the availability of sticky session routing on Amazon SageMaker Inference which helps customers improve the performance and user experience of their generative AI applications by leveraging their previously processed information. The following are the main steps to deploy the LLava model.

Generative AI 86

Generative AI Applications Artificial Inteligence AWS 86

Cloudera

MARCH 22, 2024

As enterprise AI technologies rapidly reshape our digital environment, the foundation of your cloud infrastructure is more critical than ever. On top of that, this solid base is crucial for effectively harnessing the power of enterprise AI and generative AI, enabling your organization to build and scale advanced AI apps with confidence.

Cloud 115

Cloud Linux Operating System Generative AI 115

Palo Alto Networks

JULY 17, 2024

Dive into the heart of innovation and explore cutting-edge Precision AI™ technology by Palo Alto Networks at Booth #1632 in the business hall. Network with InfoSec professionals, gain insights from thought leaders, experience our immersive demos, and discover new open-source tools at the Arsenal.

Security 108

Security Technical Review Conference CTO Coach 108

Palo Alto Networks

FEBRUARY 1, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider “AI’s Impact in Cybersecurity” is a blog series based on interviews with a variety of experts at Palo Alto Networks and Unit 42, with roles in AI research, product management, consulting, engineering and more.

Generative AI 123

Generative AI Artificial Intelligence Artificial Inteligence Social 123

AWS Machine Learning - AI

OCTOBER 22, 2024

You can now create an end-to-end workflow to train, fine tune, evaluate, register, and deploy generative AI models with the visual designer for Amazon SageMaker Pipelines. Her areas of focus include MLOps/LLMOps, generative AI, and computer vision. Deploy the fine-tuned Llama 3 8B model to SageMaker Inference.

Artificial Inteligence 79

Artificial Inteligence Generative AI AWS Machine Learning 79

Prisma Clud

JULY 23, 2024

Staff Researcher Open-source projects often leverage GitHub Actions for automated builds. These tokens encompassed various cloud services, interesting in their own right, but Yaron aimed to achieve more — taking control over these open-source projects. With rapid growth, though, comes new security risks.

Security 52

Security Open Source Generative AI Cloud 52

AWS Machine Learning - AI

SEPTEMBER 25, 2024

models help you build and deploy cutting-edge generative AI models to ignite new innovations like image reasoning and are also more accessible for on-edge applications. is the first Llama model to support vision tasks, with a new model architecture that integrates image encoder representations into the language model.

AWS 121

AWS Architecture Artificial Inteligence Games 121

AWS Machine Learning - AI

APRIL 16, 2024

To learn more about SageMaker Studio JupyterLab Spaces, refer to Boost productivity on Amazon SageMaker Studio: Introducing JupyterLab Spaces and generative AI tools. In this section, we discuss the two ways to use the integrated Jupyter AI tool.

Artificial Inteligence 107

Artificial Inteligence Data AWS Generative AI 107

Palo Alto Networks

APRIL 4, 2024

Smarter Security {{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider “AI’s Impact in Cybersecurity” is a blog series based on interviews with a variety of experts at Palo Alto Networks and Unit 42, with roles in AI research, product management, consulting, engineering and more.

Technical Advisors 97

Technical Advisors Artificial Inteligence Metrics Artificial Intelligence 97

Tenable

APRIL 28, 2023

Oh generative AI, it hurts so good! My, oh, my – so much talk about AI! 2 – How Tenable harnesses AI to streamline research activities Can ChatGPT-like tools help cybersecurity researchers be more efficient and effective? Yes, according to some early, yet promising, experiments conducted by Tenable.

Conference 53

Conference ChatGPT Weak Development Team Artificial Inteligence 53

AWS Machine Learning - AI

OCTOBER 8, 2024

Special thanks Special thanks to Gokul Nadathur (Engineering Manager at Meta), Gal Oshri (Principal Product Manager Technical at AWS) and Janosch Woschitz (Sr. About the Authors Roy Allela is a Senior AI/ML Specialist Solutions Architect at AWS.He Less Wright is an AI/Partner Engineer in PyTorch.

Training 65

Training Architecture Artificial Inteligence AWS 65

Mobilunity

FEBRUARY 14, 2025

Following new updates in TensorFlow, PyTorch, and cloud-based AI services. Combining AI expertise with knowledge in business, healthcare, finance, or robotics. Contributing to open-source projects. Engaging with the AI community through GitHub, Kaggle, and publications. Edge and IoT AI. Diverse career paths.

Artificial Inteligence 40

Artificial Inteligence Engineering Technical Review How To 40

O'Reilly Media - Ideas

JANUARY 14, 2025

Its been an exciting year, dominated by a constant stream of breakthroughs and announcements in AI, and complicated by industry-wide layoffs. Generative AI gets better and betterbut that trend may be at an end. Could generative AI have had an effect on the development of programming language skills?

Trends 131

Trends Technology Security Artificial Inteligence 131

AWS Machine Learning - AI

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Generative AI 135

Generative AI Artificial Inteligence Security Applications 135

TechCrunch

MAY 10, 2023

” 3 key metrics for cybersecurity product managers Three more from the TC+ team: Off the gas : Alex concludes that, yeah, tech growth is slowing down. . ” 3 key metrics for cybersecurity product managers Three more from the TC+ team: Off the gas : Alex concludes that, yeah, tech growth is slowing down.

Artificial Inteligence 211

Artificial Inteligence Generative AI Metrics Report 211

O'Reilly Media - Ideas

JANUARY 25, 2024

Generative AI is the wild card: Will it help developers to manage complexity? It’s tempting to look at AI as a quick fix. Whether it will be able to do high-level design is an open question—but as always, that question has two sides: “Will AI do our design work?” Did generative AI play a role?

Trends 142

Trends Technical Review Technology Artificial Inteligence 142

O'Reilly Media - Ideas

MARCH 1, 2023

Or that we’d have AI systems that enable nonartists to create works that are on a par with professional designers (even if they can’t match Degas and Renoir)? Yet here we are, and we don’t have ChatGPT or generative AI in our taxonomy. The one thing that we can say is that 2023 will almost certainly take AI even further.

Trends 144

Trends Technical Review Technology Software Review 144

Palo Alto Networks

MAY 15, 2024

“AI’s Impact in Cybersecurity” is a blog series based on interviews with a variety of experts at Palo Alto Networks and Unit 42, with roles in AI research, product management, consulting, engineering and more. if you've tried asking generative AI to write a letter like Jane Austen would, the results are scary.

Malware 96

Malware Artificial Inteligence Software Review Technical Advisors 96