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Home/News

News & Analysis

Editorial coverage, in-depth analysis, and developer guides — 2 articles.

Source lens: Official RSS for trust-aware newsroom browsing, export, and Atom subscriptions.

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  • NewsNewsAmazon (AWS)

    Cost-effective multilingual audio transcription at scale with Parakeet-TDT and AWS Batch

    In this post, we walk through building a scalable, event-driven transcription pipeline that automatically processes audio files uploaded to Amazon Simple Storage Service (Amazon S3), and show you how to use Amazon EC2 Spot Instances and buffered streaming inference to further reduce costs.

    Amazon (AWS)Official RSSOriginal article ↗Feed source ↗Trust notes →
    Apr 22, 2026Gleb Geinke
    More Amazon (AWS) coverage →
  • NewsNewsAmazon (AWS)

Tags

#AWS Batch#AWS Trainium#Advanced (300)#Amazon Elastic Kubernetes Service#Artificial Intelligence#Compute#High Performance Computing#Technical How-to

Accelerating decode-heavy LLM inference with speculative decoding on AWS Trainium and vLLM

In this post, you will learn how speculative decoding works and why it helps reduce cost per generated token on AWS Trainium2.

Amazon (AWS)Official RSSOriginal article ↗Feed source ↗Trust notes →
Apr 15, 2026Yahav Biran
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