AWS Machine Learning - AI

OCTOBER 22, 2024

However, these approaches demand advanced AI expertise, high performance compute, fast storage access and can be prohibitively expensive for many organizations. To address various business and technical use cases, Amazon SageMaker offers two options for distributed pre-training and fine-tuning: SageMaker training jobs and SageMaker HyperPod.

Generative AI 90

Generative AI Training Artificial Inteligence Technical Advisors 90

CIO

JUNE 3, 2024

Deloitte’s State of Generative AI in the Enterprise report for the second quarter of 2024, found that 75% of the nearly 2,000 IT and line-of-business leaders surveyed anticipate changing their talent strategies within the next two years because of generative AI. Reskilling employees is a crucial step, he adds. “In

Technical Review 198

Technical Review Generative AI Technical Advisors Software Review 198

AWS Machine Learning - AI

SEPTEMBER 4, 2024

Amazon SageMaker , a fully managed service to build, train, and deploy machine learning (ML) models, has seen increased adoption to customize and deploy FMs that power generative AI applications. Deploy the models as SageMaker Inference endpoints that can be consumed by generative AI applications.

Generative AI 108

Generative AI Artificial Inteligence Applications AWS 108

CIO

SEPTEMBER 4, 2024

And online education company Pluralsight conducted a survey of IT professionals in the US and UK and found that 74% worried AI tools will make many of their daily skills obsolete. For the rest, gen AI will greatly augment the power and value of the role of the CIO, he says. But their role isn’t going away.

Technical Advisors 200

Technical Advisors Technical Review Fractional CTO CTO Coach 200

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure.

Knowledge Base 130

Knowledge Base Artificial Inteligence AWS Serverless 130

CIO

FEBRUARY 12, 2024

A host of new product and feature launches, questions about SAP’s plans for managing commitments to legacy platform customers, and the acceleration of generative AI in popular products such as SAP RISE are just a few of the major issues enterprise SAP customers will need to keep on top of in the year ahead.

Generative AI 177

Generative AI Technical Advisors Technical Review Strategy 177

CIO

JANUARY 23, 2023

23, 2023, is likely to shake up the market for AI-based enterprise services, said Rajesh Kandaswamy, distinguished analyst and fellow at Gartner: “It provides additional impetus for Google to relook at its roadmap. It’s the same for other competitors like AWS,” he said. Put a human in the loop,” she advised.

Enterprise 197

Enterprise ChatGPT Technical Advisors Artificial Intelligence 197

AWS Machine Learning - AI

JULY 18, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 127

Artificial Inteligence Generative AI Data Technical Review 127

CIO

MARCH 26, 2024

Such partnerships include long-standing ones such as business consultancies to advise on transformation efforts, software vendors with expertise in vertical or horizontal solutions, system integrators to help design and implement multi-vendor tech stacks, and managed service providers to run and optimize targeted IT domains.

Technical Review 187

Technical Review Technical Advisors Development Team Review Artificial Inteligence 187

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. Large language models (LLMs) are a type of FM that generate text as a response of the user inference.

Artificial Inteligence 136

Artificial Inteligence Generative AI AWS Technical Advisors 136

AWS Machine Learning - AI

AUGUST 2, 2024

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Traditionally, earnings call scripts have followed similar templates, making it a repeatable task to generate them from scratch each time. AWS, Online Stores, etc.) Prime membership, third-party seller metrics, etc.)

Artificial Inteligence 131

Artificial Inteligence Engineering Generative AI Comparison 131

AWS Machine Learning - AI

FEBRUARY 6, 2024

We implemented the solution using the AWS Cloud Development Kit (AWS CDK). We address this skew with generative AI models (Falcon-7B and Falcon-40B), which were prompted to generate event samples based on five examples from the training set to increase the semantic diversity and increase the sample size of labeled adverse events.

Artificial Inteligence 130

Artificial Inteligence Pharmaceuticals Healthcare AWS 130

AWS Machine Learning - AI

AUGUST 6, 2024

Originating from advancements in artificial intelligence (AI) and deep learning, these models are designed to understand and translate descriptive text into coherent, aesthetically pleasing music. Generative AI models are revolutionizing music creation and consumption.

Generative AI 106

Generative AI AWS Technical Advisors Artificial Inteligence 106

AWS Machine Learning - AI

SEPTEMBER 19, 2024

Prerequisites The following are the prerequisites necessary to implement Amazon Bedrock Knowledge Bases with SharePoint as a connector: An AWS account with an AWS Identity and Access Management (IAM) role and user with least privilege permissions to create and manage the necessary resources and components for the application.

Knowledge Base 97

Knowledge Base Data Technical Advisors AWS 97

Tenable

APRIL 19, 2024

Check out the AI security recommendations jointly published this week by cybersecurity agencies from the Five Eyes countries: Australia, Canada, New Zealand, the U.K. Deploying AI systems securely requires careful setup and configuration that depends on the complexity of the AI system, the resources required (e.g., and the U.S.

Artificial Inteligence 78

Artificial Inteligence Trends Technical Advisors Analysis 78

Mobilunity

NOVEMBER 11, 2024

The recent McKinsey report indicates that the Generative AI (which the Large Language Model is) surged up to 72% in 2024, proving reliability and driving innovation to businesses. The technical side of LLM engineering Now, let’s identify what LLM engineering means in general and take a look at its inner workings.

Artificial Inteligence 52

Artificial Inteligence Handbook Engineering Technical Review 52

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 137

Generative AI Artificial Inteligence Security Applications 137

O'Reilly Media - Ideas

JANUARY 25, 2024

Before that, cloud computing itself took off in roughly 2010 (AWS was founded in 2006); and Agile goes back to 2000 (the Agile Manifesto dates back to 2001, Extreme Programming to 1999). Generative AI is the wild card: Will it help developers to manage complexity? It’s tempting to look at AI as a quick fix.

Trends 142

Trends Technical Review Technology Artificial Inteligence 142

AWS Machine Learning - AI

FEBRUARY 10, 2025

To solve this challenge, RDC used generative AI , enabling teams to use its solution more effectively: Data science assistant Designed for data science teams, this agent assists teams in developing, building, and deploying AI models within a regulated environment.

Generative AI 104

Generative AI AWS Artificial Inteligence Data 104

AWS Machine Learning - AI

JANUARY 24, 2025

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

Generative AI 114

Generative AI Artificial Inteligence Lambda AWS 114

CIO

FEBRUARY 13, 2025

Subtle input data manipulations can cause AI systems to make incorrect decisions, jeopardizing their reliability. Compromised datasets used in training AI models can degrade system accuracy. Generative AI risks. Adopt ethical AI frameworks. AI models still require ongoing maintenance to be effective.

Technical Advisors 174

Technical Advisors Technical Review Compliance Systems Review 174

CIO

JANUARY 23, 2025

Questionable outcomes and a lack of confidence in generative AIs promised benefits are proving to be key barriers to enterprise adoption of the technology. Most organizations should avoid trying to build their own bespoke generative AI models unless they work in very high-value and very niche use cases, Beswick adds.

Strategy 190

Strategy Technical Advisors Technical Review Survey 190

AWS Machine Learning - AI

APRIL 7, 2025

Be advised that the prompt caching feature is model-specific. Few-shot learning Including numerous high-quality examples and complex instructions, such as for customer service or technical troubleshooting, can benefit from prompt caching. This saves the time and cost that would otherwise be spent recomputing the prompt prefix.

Generative AI 132

Generative AI Firewall AWS Artificial Inteligence 132

AWS Machine Learning - AI

OCTOBER 25, 2024

This approach is both architecturally and organizationally scalable, enabling Planview to rapidly develop and deploy new AI skills to meet the evolving needs of their customers. This post focuses primarily on the first challenge: routing tasks and managing multiple agents in a generative AI architecture.

Project Management 119

Project Management Scalability Artificial Inteligence Generative AI 119

AWS Machine Learning - AI

NOVEMBER 6, 2024

Generative AI continues to push the boundaries of what’s possible. One area garnering significant attention is the use of generative AI to analyze audio and video transcripts, increasing our ability to extract valuable insights from content stored in audio or video files. bedrock_runtime = boto3.client('bedrock-runtime')

Artificial Inteligence 115

Artificial Inteligence Technical Advisors Generative AI Technical Review 115

AWS Machine Learning - AI

APRIL 2, 2025

Combining the resiliency of SageMaker HyperPod and the efficiency of Ray provides a powerful framework to scale up your generative AI workloads. Overview of Ray This section provides a high-level overview of the Ray tools and frameworks for AI/ML workloads. in the aws-do-ray GitHub repo. The fsdp-ray.py

Scalability 113

Scalability Artificial Inteligence AWS Training 113