Today, AWS Well-Architected (AWS WA) announces the general availability of the Lens Catalog in the AWS Well-Architected Tool (AWS WA Tool). The Lens Catalog is a new, central lens repository for customers looking to explore, review, and implement the latest cloud best practices available from AWS.

Amazon Lex is a service for building conversational interfaces into any application using voice and text. With Amazon Lex, you can quickly and easily build conversational bots (“chatbots”), virtual agents, and interactive voice response (IVR) systems. Today, we are excited to introduce utterance generation for Amazon Lex that expedites bot development by leveraging generative AI to automatically produce new training utterances.

Today, AWS announces the preview of vision system data from AWS IoT FleetWise, a service that lets automotive companies efficiently collect vehicle data and organize it in the cloud. With this new feature, you can easily collect and organize data from vehicle vision systems that include cameras, radars, and lidars. It keeps both structured and unstructured vision system data, metadata (event ID, campaign, vehicle), and standard sensor (telemetry data) automatically synchronized in the cloud, making it easier to assemble a full picture view of events and gain insights.

Amazon Lex is a service for building conversational interfaces into any application using voice and text. With Amazon Lex, you can quickly and easily build conversational bots (chatbots), virtual agents, and interactive voice response (IVR) systems. Amazon Lex leverages Generative AI to accelerate bot building by automatically generating a bot from a user’s prompt. Simply provide a description in natural language to generate a starting point which can be further refined.

Today, Amazon Web Services Inc. (AWS) announces new data visualizations, filtering and customization enhancements to the AWS Security Hub dashboard , allowing you to more easily focus on risks that require your attention.

Today, Amazon SageMaker launched a new version (0.25.0) of Large Model Inference (LMI) Deep Learning Container (DLC), with support for NVIDIA’s TensorRT-LLM Library . With these upgrades, customers can easily access state-of-the-art tooling to optimize Large Language Models (LLMs) on SageMaker. Amazon SageMaker LMI TensorRT-LLM DLC reduces latency by 33% on average and improves throughput by 60% on average for Llama2-70B, Falcon-40B and CodeLlama-34B models, compared to previous version.

Today, Amazon Web Services (AWS) announces an expanded portfolio of proactive benefits for AWS Partners that leverage the extensive cloud expertise of AWS Support. Participating partners will enhance their customers’ experience using new tools and receive the benefit of scalable pricing, and will have the opportunity to showcase Backed by AWS Support to help customers easily identify partners who offer AWS Partner-Led Support.

Today, AWS announces the general availability of AWS HealthScribe, a HIPAA eligible, generative AI-powered service designed to help healthcare application builders automatically create preliminary clinical documentation from patient-clinician conversations. With AWS HealthScribe, you can integrate speech recognition and generative AI, specifically trained to assist with healthcare industry documentation, into your application to help accelerate clinical documentation and enhance the consultation experience. AWS HealthScribe makes it easier and faster for healthcare software providers to include generative AI capabilities without the need to manage the underlying machine learning (ML) infrastructure or train their own healthcare-specific large language models (LLMs).

We are excited to announce public availability of AWS Mainframe Modernization Data Replication with Precisely for IBM i. The capability, already available to mainframe augmentation customers, is now also available for midrange systems including IBM i, iSeries, System i, or AS/400. It leverages data replication offered by Precisely to enable near real-time replication of midrange data to the AWS Cloud with support for heterogeneous source and target databases. It builds resilient high-performance data pipelines that replicate data changes via Change Data Capture (CDC) from midrange data stores to AWS database services like Amazon Aurora and Amazon RDS. As a result, businesses can modernize and augment midrange applications by offloading data processing, building new business functions or channels, and driving business insights and intelligence with analytics, Machine Learning (ML) and Artificial Intelligence (AI) on the AWS Cloud to speed modernization and deliver cost savings, agility, and innovation.

Today, AWS Backup announces support for EBS Snapshots Archive, allowing customers to automatically move EBS Snapshots created by AWS Backup to EBS Snapshots Archive. EBS Snapshots Archive is low-cost, long-term storage tier meant for your rarely-accessed snapshots that do not need frequent or fast retrieval, allowing you to save up to 75% on storage cost.