Flipboard

NOVEMBER 22, 2024

With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. Key benefits include: Simplified generative AI workflow development with an intuitive visual interface. Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services.

AWS

AWS Machine Learning Blog

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

AWS

AWS Machine Learning Blog

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. As EBSCOlearnings content library continues to grow, so does the need for a more efficient solution. Sonnet in Amazon Bedrock.

AI

databricks

JULY 24, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Clustering

AWS Machine Learning Blog

NOVEMBER 14, 2024

This new cutting-edge image generation model, which was trained on Amazon SageMaker HyperPod , empowers AWS customers to generate high-quality images from text descriptions with unprecedented ease, flexibility, and creative potential. Large model is available today in the following AWS Regions: US East (N. By adding Stable Diffusion 3.5

AWS

AWS Machine Learning Blog

NOVEMBER 29, 2024

Prompt Optimizations can result in significant improvements for Generative AI tasks. In the Configurations pane, for Generative AI resource , choose Models and choose your preferred model. The reduced manual effort, will greatly accelerate the development of generative-AI applications in your organization. Choose Optimize.

AI

Flipboard

JUNE 17, 2025

You can chat with your structured data by setting up structured data ingestion from AWS Glue Data Catalog tables and Amazon Redshift clusters in a few steps, using the power of Amazon Bedrock Knowledge Bases structured data retrieval. Developers often face challenges integrating structured data into generative AI applications.

AWS

AWS Machine Learning Blog

APRIL 4, 2025

Organizations deploying generative AI applications need robust ways to evaluate their performance and reliability. We demonstrate how to use the comparison capabilities to benchmark different implementations and make data-driven decisions about your AI deployments.

AWS

Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. Prerequisites Before proceeding with this tutorial, make sure you have the following in place: AWS account – You should have an AWS account with access to Amazon Bedrock.

AWS

Flipboard

JUNE 23, 2025

Sometimes the accuracy of a statement is measured by its banality, and that certainly seems to be the case here: AI is the new epoch, consuming the mindshare of not just Stratechery but also the companies I cover. Apple devices are better with AI) or disruptive to them (i.e. AI might be better than Search but monetize worse).

AI

AWS Machine Learning Blog

OCTOBER 23, 2024

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This intuitive platform enables the rapid development of AI-powered solutions such as conversational interfaces, document summarization tools, and content generation apps through a drag-and-drop interface.

AI

Flipboard

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce a new feature for Amazon SageMaker inference endpoints: the ability to scale SageMaker inference endpoints to zero instances. This long-awaited capability is a game changer for our customers using the power of AI and machine learning (ML) inference in the cloud.

ML

Flipboard

JULY 30, 2025

AI agents have appeared as an innovative technology that bridges this gap. The foundation models (FMs) available through Amazon Bedrock serve as the cognitive engine for AI agents, providing the reasoning and natural language understanding capabilities essential for interpreting user requests and generating appropriate responses.

AWS

AWS Machine Learning Blog

DECEMBER 10, 2024

Amazon Q Business is a generative AI-powered assistant that enhances employee productivity by solving problems, generating content, and providing insights across enterprise data sources. authentication , for AWS Secrets Manager secret , select Create and add a new secret or Use an existing one. For example, [link]. Under OAuth 2.0

AWS

Flipboard

JUNE 27, 2025

Now, the AI community has a new-found obsession: context engineering — the art and science of structuring everything an LLM needs to complete a task successfully. AI models don’t have intent or judgment. Book here Mohit Pandey Mohit writes about AI in simple, explainable, and often funny words.

AWS

Flipboard

APRIL 23, 2025

Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their ability to enhance generative AI tasks with contextually relevant information. See the OWASP Top 10 for Large Language Model Applications to learn more about the unique security risks associated with generative AI applications.

AWS

AWS Machine Learning Blog

FEBRUARY 13, 2025

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. AWS Lambda The API is a Fastify application written in TypeScript. Its hosted on AWS Lambda.

AWS

AWS Machine Learning Blog

JULY 11, 2025

Managing access control in enterprise machine learning (ML) environments presents significant challenges, particularly when multiple teams share Amazon SageMaker AI resources within a single Amazon Web Services (AWS) account.

ML

Snorkel AI

JUNE 4, 2025

A leading pharmaceutical company has committed to double its revenue by 2030 and aims to fuel that growth, in part, with AI-powered data insights. Seeking to build an AI system that could extract, analyze, and present insights from vast, complex datasets, the company partnered with Snorkel AI , Amazon Web Services (AWS), and Anthropic.

AWS

Hacker News

JULY 22, 2025

vs GPT4 for programming tutorials and some predictions GraphQL vs. REST vs. SQL vs. gRPC vs. OData vs. MongoDB Have we reached the Generative AI peak? Configuring Hugging Face Access for Llama 3.1 Configuring Hugging Face Access for Llama 3.1 Configuring Hugging Face Access for Llama 3.1

AI

AWS Machine Learning Blog

JULY 9, 2025

Enterprises adopting advanced AI solutions recognize that robust security and precise access control are essential for protecting valuable data, maintaining compliance, and preserving user trust. You can also create a generative AI application that uses an Amazon Bedrock model and features, such as a knowledge base or a guardrail.

AWS

Flipboard

JULY 3, 2025

Although rapid generative AI advancements are revolutionizing organizational natural language processing tasks, developers and data scientists face significant challenges customizing these large models. To address these challenges, AWS has expanded Amazon SageMaker with a comprehensive set of data, analytics, and generative AI capabilities.

ML

AWS Machine Learning Blog

JULY 11, 2025

This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker AI , helping organizations make optimal choices for their specific use cases, resource constraints, and business objectives. Pre-training Pre-training represents the foundation of LLM development.

AWS

Snorkel AI

DECEMBER 2, 2024

We made this process much easier through Snorkel Flow’s integration with Amazon SageMaker and other tools and services from Amazon Web Services (AWS). Snorkel Flow: the AI data development platform Snorkel Flow accelerates AI development by focusing on data development. Here’s what that looks like in practice.

AWS

AWS Machine Learning Blog

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. These tasks include summarization, classification, information retrieval, open-book Q&A, and custom language generation such as SQL.

Data Preparation

AWS Machine Learning Blog

MAY 15, 2025

In 2024, Vxceed launched a strategy to integrate generative AI into its solutions, aiming to enhance customer experiences and boost operational efficiency. As part of this initiative, Vxceed developed LimoConnectQ using Amazon Bedrock and AWS Lambda. Book airport to my office transfer next Monday at 10 AM.

AWS

AWS Machine Learning Blog

JUNE 26, 2025

Generative AI is revolutionizing industries by streamlining operations and enabling innovation. Structured data can also enhance conversational AI, enabling more reliable and actionable outputs. Models vary in their ability to support structured responses, including recognizing data types and managing complex hierarchies effectively.

AWS

AWS Machine Learning Blog

DECEMBER 18, 2024

AIs transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb , one of Italys leading telecommunications operators, recognized the immense potential of AI technologies early on and began investing in this area in 2019.

Clustering

AWS Machine Learning Blog

MAY 1, 2025

Prerequisites To use this feature, make sure that you have satisfied the following requirements: An active AWS account. model customization is available in the US West (Oregon) AWS Region. With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value. Meta Llama 3.2

AWS

Flipboard

JUNE 23, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. 📣 Want to advertise in AIM? Have a tip?

Data Engineering

Flipboard

JULY 7, 2025

Fine Tuning LLM Models – Generative AI Course When working with LLMs, you will often need to fine-tune LLMs, so consider learning efficient fine-tuning techniques such as LoRA and QLoRA, as well as model quantization techniques.

Natural Language Processing

Flipboard

JUNE 13, 2025

As artificial intelligence (AI) continues to transform industries—from healthcare and finance to entertainment and education—the demand for professionals who understand its inner workings is skyrocketing. Yet, navigating the world of AI can feel overwhelming, with its complex algorithms, vast datasets, and ever-evolving tools.

Artificial Intelligence

Flipboard

DECEMBER 18, 2024

In the rapidly evolving landscape of AI-powered search, organizations are looking to integrate large language models (LLMs) and embedding models with Amazon OpenSearch Service. This allows the system to recognize synonyms and related concepts, such as action figures is related to toys and comic book characters to super heroes.

K-nearest Neighbors

O'Reilly Media

NOVEMBER 26, 2024

The trend has only increased in the era of generative AI. CS departments have adapted well to AI, partly because AI originated in academia. To further complicate things, topics like cloud computing, software operations, and even AI don’t fit nicely within a university IT department.

Cloud Computing

ODSC - Open Data Science

JULY 24, 2025

Amazon has shuttered its AI research lab in Shanghai , marking the latest in a series of cost-cutting measures and strategic pullbacks from China. Originally opened in 2018, the Shanghai-based research hub focused on advancing AI technologies such as natural language processing and machine learning. China tensions. China tensions.

Natural Language Processing

AWS Machine Learning Blog

FEBRUARY 25, 2025

AI now plays a pivotal role in the development and evolution of the automotive sector, in which Applus+ IDIADA operates. In this post, we showcase the research process undertaken to develop a classifier for human interactions in this AI-based environment using Amazon Bedrock.

Algorithm

Flipboard

MAY 30, 2025

Generative AI applications seem simpleinvoke a foundation model (FM) with the right context to generate a response. Many organizations have siloed generative AI initiatives, with development managed independently by various departments and lines of businesses (LOBs). This approach facilitates centralized governance and operations.

AWS