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Today, we’re adding Automated Reasoning checks (preview) as a new safeguard in Amazon Bedrock Guardrails to help you mathematically validate the accuracy of responses generated by large language models (LLMs) and prevent factual errors from hallucinations. Amazon Bedrock Guardrails lets you implement safeguards for generative AI applications by filtering undesirable content, redacting personal identifiable information …

Prevent factual errors from LLM hallucinations with mathematically sound Automated Reasoning checks (preview) Read More »

Today, we’re announcing the availability of Amazon Bedrock Model Distillation in preview that automates the process of creating a distilled model for your specific use case by generating responses from a large foundation model (FM) called a teacher model and fine-tunes a smaller FM called a student model with the generated responses. It uses data …

Build faster, more cost-efficient, highly accurate models with Amazon Bedrock Model Distillation (preview) Read More »

AWS customers make use of Amazon Simple Storage Service (Amazon S3) at an incredible scale, regularly creating individual buckets that contain billions or trillions of objects! At that scale, finding the objects which meet particular criteria — objects with keys that match a pattern, objects of a particular size, or objects with a specific tag …

Introducing queryable object metadata for Amazon S3 buckets (preview) Read More »

Amazon S3 Tables give you storage that is optimized for tabular data such as daily purchase transactions, streaming sensor data, and ad impressions in Apache Iceberg format, for easy queries using popular query engines like Amazon Athena, Amazon EMR, and Apache Spark. When compared to self-managed table storage, you can expect up to 3x faster …

New Amazon S3 Tables: Storage optimized for analytics workloads Read More »

The new Amazon Elastic Compute Cloud (Amazon EC2) Trn2 instances and Trn2 UltraServers are the most powerful EC2 compute options for ML training and inference. Powered by the second generation of AWS Trainium chips (AWS Trainium2), the Trn2 instances are 4x faster, offer 4x more memory bandwidth, and 3x more memory capacity than the first-generation …

Amazon EC2 Trn2 Instances and Trn2 UltraServers for AI/ML training and inference are now available Read More »

Today, we’re announcing the general availability of Amazon Elastic Compute Cloud (Amazon EC2) P5en instances, powered by NVIDIA H200 Tensor Core GPUs and custom 4th generation Intel Xeon Scalable processors with an all-core turbo frequency of 3.2 GHz (max core turbo frequency of 3.8 GHz) available only on AWS. These processors offer 50 percent higher memory …

New Amazon EC2 P5en instances with NVIDIA H200 Tensor Core GPUs and EFAv3 networking Read More »

AWS re:Invent 2024, our flagship annual conference, is taking place Dec. 2-6, 2024, in Las Vegas. This premier cloud computing event brings together the global cloud computing community for a week of keynotes, technical sessions, product launches, and networking opportunities. As AWS continues to unveil its latest innovations and services throughout the conference, we’ll keep …

Top announcements of AWS re:Invent 2024 Read More »