Book Bits: 29 November 2025

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By purchasing books through this site, you provide support for The Capital Spectator’s free content...● Capitalism: A Global History Sven Beckert Review via The New Yorker Beckert identifies “two diametrically opposed stories”: capitalism either deserves credit for the rise in living standards and longevity or stands condemned as an “insatiable demon... Easterly presents Violent Saviors...

How Myriad Genetics achieved fast, accurate, and cost-efficient document processing using the AWS open-source Generative AI Intelligent Document Processing Accelerator

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Healthcare organizations face challenges in processing and managing high volumes of complex medical documentation while maintaining quality in patient care... These organizations need solutions to process documents effectively to meet growing demands... Myriad’s Revenue Engineering Department processes thousands of healthcare documents daily across Women’s Health, Oncology, and Mental Healt...

How CBRE powers unified property management search and digital assistant using Amazon Bedrock

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A strategic technical lead with a strong command over both front-end and back-end technologies, cloud architecture using AWS, and AI/ML-driven innovations... With a strong background in data management, generative AI, large language models, and machine learning, he brings extensive expertise to projects involving data, databases, and AI-driven solutions... This blog post describes how CBRE and A...

Managed Tiered KV Cache and Intelligent Routing for Amazon SageMaker HyperPod

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Prefix-aware routing serves as the default strategy, maintaining a tree structure to track which prefixes are cached on which endpoints, delivering strong general-purpose performance for applications with common prompt templates such as multi-turn conversations, customer service bots with standard greetings, and code generation with common imports...Modern AI applications demand fast, cost-ef...

AWS Private Certificate Authority now supports partitioned CRLs

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As you scale your digital operations, you’ll issue and revoke certificates... Revoking certificates is useful especially when employees leave, migrate to a new certificate authority hierarchy, meet compliance, and respond to security incidents... Use the Certificate Revocation List (CRL) or Online Certificate Status Protocol (OCSP) method to track revoked certificates... You can use Amazon Web ...

Optimizing Mobileye’s REM™ with AWS Graviton: A focus on ML inference and Triton integration

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Our strong preference was for newer and stronger CPU instances which demonstrated significant benefits both in speed and in cost efficiency compared to other comparable instances... Running the Change Detection pipeline on AWS Graviton based Amazon Elastic Compute Cloud (Amazon EC2) instances and its impact on deployment flexibility, ultimately resulting more than a 2x improvement in throughput...

Evaluate models with the Amazon Nova evaluation container using Amazon SageMaker AI

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The rest of this post introduces the new features and then demonstrates step-by-step how to set up evaluations, run judge experiments, capture and analyze log probabilities, use metadata for analysis, and configure multi-node runs in an IT support ticket classification example... Nova LLM-as-a-Judge evaluates complex reasoning tasks like support ticket classification, where nuanced understandi...