AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

Generative AI 74

Generative AI AWS Technical Review Backup 74

AWS Machine Learning - AI

JANUARY 22, 2025

However, to describe what is occurring in the video from what can be visually observed, we can harness the image analysis capabilities of generative AI. Prompt engineering Prompt engineering is the process of carefully designing the input prompts or instructions that are given to LLMs and other generative AI systems.

Generative AI 97

Generative AI Video Analysis Technical Review 97

CIO

FEBRUARY 12, 2024

Generative AI is the biggest breakthrough technology in years, democratizing information creation for the masses. Right-sizing models is also important, as larger models require more servers, storage and energy. 1 Generative AI Pulse Survey, Dell Technologies, Sept. Generative AI

Generative AI 205

Generative AI Survey Open Source Strategy 205

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. For instructions on how to start your Amazon Bedrock batch inference job, refer to Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock.

Scalability 106

Scalability Lambda Generative AI AWS 106

AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. Sufficient local storage space, at least 17 GB for the 8B model or 135 GB for the 70B model. for the month.

Generative AI 116

Generative AI Artificial Inteligence AWS Serverless 116

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. Although they’re important, they are a functional aspect of the system and don’t directly affect resilience.

Generative AI 124

Generative AI Disaster Recovery Artificial Inteligence AWS 124

AWS Machine Learning - AI

APRIL 10, 2025

Model customization refers to adapting a pre-trained language model to better fit specific tasks, domains, or datasets. Refer to Guidelines for preparing your data for Amazon Nova on best practices and example formats when preparing datasets for fine-tuning Amazon Nova models.

Case Study 97

Case Study Artificial Inteligence Study Generative AI 97

AWS Machine Learning - AI

NOVEMBER 21, 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.

Generative AI 99

Generative AI Guidelines AWS Systems Review 99

CIO

OCTOBER 22, 2024

Through 2027, Fortune 500 companies will shift $500 billion from energy opex to microgrids to mitigate chronic energy risks and AI demand. AI issues represented a significant portion of Gartner’s Top 10 strategic technology trends for 2025 , which the firm also presented this week.

Artificial Inteligence 203

Artificial Inteligence Energy Healthcare Technical Review 203

AWS Machine Learning - AI

JANUARY 13, 2025

This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model? Every organization has unique needs when it comes to AI. Want to take it further?

Generative AI 88

Generative AI AWS Innovation Knowledge Base 88

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses.

Lambda 115

Lambda Enterprise Automotive Knowledge Base 115

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

AWS 95

AWS Artificial Inteligence Generative AI Machine Learning 95

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Simple Storage Service (S3) : for documents and processed data caching.

Artificial Inteligence 114

Artificial Inteligence Generative AI Lambda Healthcare 114

AWS Machine Learning - AI

JUNE 18, 2024

This post presents a solution that uses a generative artificial intelligence (AI) to standardize air quality data from low-cost sensors in Africa, specifically addressing the air quality data integration problem of low-cost sensors. Afri-SET can use this solution to automatically generate Python code, based on the format of input data.

Generative AI 111

Generative AI Artificial Inteligence Technical Review AWS 111

CIO

DECEMBER 5, 2024

The promise of generative AI (genAI) is undeniable, but the volume and complexity of the data involved pose significant challenges. Unlike traditional AI models that rely on predefined rules and datasets, genAI algorithms, such as generative adversarial networks (GANs) and transformers, can learn and generate new data from scratch.

Storage 78

Storage Generative AI Artificial Inteligence Data 78

AWS Machine Learning - AI

APRIL 16, 2025

The increased usage of generative AI models has offered tailored experiences with minimal technical expertise, and organizations are increasingly using these powerful models to drive innovation and enhance their services across various domains, from natural language processing (NLP) to content generation.

Artificial Inteligence 67

Artificial Inteligence Generative AI AWS Storage 67

AWS Machine Learning - AI

MARCH 19, 2024

Generative AI using large pre-trained foundation models (FMs) such as Claude can rapidly generate a variety of content from conversational text to computer code based on simple text prompts, known as zero-shot prompting. For details, refer to Step 1: Create your AWS account.

Generative AI 126

Generative AI Industry Artificial Inteligence Knowledge Base 126

AWS Machine Learning - AI

MARCH 18, 2025

As generative AI adoption accelerates across enterprises, maintaining safe, responsible, and compliant AI interactions has never been more critical. Amazon Bedrock Guardrails provides configurable safeguards that help organizations build generative AI applications with industry-leading safety protections.

Policies 78

Policies Generative AI Resources AWS 78

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Generative AI technology, such as conversational AI assistants, can potentially solve this problem by allowing members to ask questions in their own words and receive accurate, personalized responses. The following diagram illustrates the solution architecture.

Generative AI 116

Generative AI Healthcare Artificial Inteligence Insurance 116

AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

Data 98

Data Generative AI Artificial Inteligence Compliance 98

AWS Machine Learning - AI

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

Generative AI 113

Generative AI Virtualization Technical Advisors AWS 113

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

Generative AI 108

Generative AI AWS 3D Video 108

AWS Machine Learning - AI

JUNE 18, 2024

This post explores how generative AI can make working with business documents and email attachments more straightforward. The solution covers two steps to deploy generative AI for email automation: Data extraction from email attachments and classification using various stages of intelligent document processing (IDP).

Generative AI 106

Generative AI Artificial Inteligence AWS Technical Review 106

AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

Generative AI 108

Generative AI Artificial Inteligence Data AWS 108

AWS Machine Learning - AI

NOVEMBER 19, 2024

With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. AI integration accelerates response times and increases the accuracy and relevance of communications, enhancing customer satisfaction.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

AWS Machine Learning - AI

MAY 30, 2024

Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes.

Generative AI 125

Generative AI Policies Video AWS 125

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

Generative AI 107

Generative AI Artificial Inteligence AWS Government 107

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts.

Generative AI 119

Generative AI Artificial Inteligence AWS Advertising 119

AWS Machine Learning - AI

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. Use the “Generative AI” tag as you are browsing the session catalog to find them.

Generative AI 122

Generative AI Artificial Inteligence AWS Machine Learning 122

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

Generative AI 111

Generative AI AWS Artificial Inteligence Technical Review 111

AWS Machine Learning - AI

FEBRUARY 6, 2024

Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

AWS Machine Learning - AI

DECEMBER 14, 2023

We introduce the concept of Spaces and explain how JupyterLab Spaces enable flexible customization of compute, storage, and runtime resources to improve your ML workflow efficiency. A Space represents a combination of a compute instance, storage, and other runtime configurations. Reconfigure the compute, storage, or runtime.

Generative AI 110

Generative AI Tools Artificial Inteligence Software Review 110

AWS Machine Learning - AI

AUGUST 22, 2024

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently.

Generative AI 108

Generative AI Artificial Inteligence Applications AWS 108

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. This way, when a user asks a question of the tool, the answer will be generated using only information that the user is permitted to access.

AWS 85

AWS Generative AI Technical Review Artificial Inteligence 85

AWS Machine Learning - AI

AUGUST 14, 2024

Generative artificial intelligence (AI) provides the ability to take relevant information from a data source such as ServiceNow and provide well-constructed answers back to the user. Building a generative AI-based conversational application integrated with relevant data sources requires an enterprise to invest time, money, and people.

Generative AI 103

Generative AI Artificial Inteligence AWS Technical Review 103