Tag: faang

By Oleksii Tkachuk, Kartik Sathyanarayanan, Rajiv Shringi Introduction Netflix has a diverse range of graph use cases, each serving specific business needs with unique functionality and performance requirements. These use cases fall into two broad categories: OLAP: These use cases typically involve open-ended and algorithmic exploration of large graph datasets. They often utilize industry-standard models and …

Read more “High-Throughput Graph Abstraction at Netflix: Part I”

Deploying large language models (LLMs) at scale on Amazon SageMaker AI Inference makes observability a critical pillar of any production machine learning (ML) strategy. Unlike conventional software that returns deterministic outputs, LLMs generate variable, free-form responses that are difficult to validate with standard metrics. LLM output quality can change over time as input distributions shift, …

Read more “Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality”

Welcome to the second Cloud CISO Perspectives for May 2026. Today, Usman Chaudhary, Field CISO, Google Public Sector, offers a guide for CISOs protecting government agencies and critical infrastructure on how to get started — and get the most out of — defending with AI. As with all Cloud CISO Perspectives, the contents of this …

Read more “Cloud CISO Perspectives: How to build an AI-ready security program for the public sector”

This solution builds on open source tools including PyTorch, Hugging Face Transformers, and Liger Kernels. The authors would also like to thank Aiham Taleb, Arefeh Ghahvechi, Manav Choudhary, Rohit Thekkanal, Daz Akbarov, Jamila Jamilova, Ross Povelikin, Almas Moldakanov, Christelle Xu, and Ivan Khvostishkov for their contributions in making this project possible. Azercell Telecom LLC, Azerbaijan’s …

Read more “Training Azerbaijani language models on Amazon SageMaker AI”

Since its inception over 20 years ago, Google has used Site Reliability Engineering (SRE) to keep services like Search, Gmail, Maps, YouTube and Google Cloud reliable and highly available, adhering to the principles and practices of the reliability-first mindset. Recently though, the emergence of AI has driven multiple step-changes in system complexity. Interactions between components …

Read more “AI in SRE: Where and how Google is deploying agentic AI to improve operations”

Financial institutions process thousands of documents daily, including tax forms, loan statements, and purchase orders. Each has a unique format, structure, and field names, making it challenging to create automation workflows using optical character recognition (OCR) software. Amazon Bedrock Data Automation (BDA) helps solve these challenges by automating the extraction, validation, and analysis of data …

Read more “Process financial documents using Amazon Bedrock Data Automation”

The industry is entering a world where billions of generative AI agents operate autonomously, acting on behalf of humans, making decisions, and completing tasks without human intervention. To support this shift, Amazon Bedrock AgentCore provides a modular, fully managed platform that helps developers build, deploy, and operate generative AI agents at scale. By abstracting the …

Read more “Technical deep dive: AgentCore payments and innovation in agentic commerce”

Welcome to The Blueprint, a regular feature where we highlight how Google Cloud customers are tackling unique and common challenges across industries using the latest AI and cloud technologies. We hope to inspire others looking to innovate in their work. The demand for dental appliances, like crowns and aligners, is booming, but it’s hard for …

Read more “The Blueprint: How Movix fills a gap in dental skills with specialized agentic AI”

Healthcare and life sciences (HCLS) organizations depend on repetitive, manual browser-based tasks for critical workflows like claims processing and referral coordination. While agentic AI can automate these workflows, compliance requirements under the Health Insurance Portability and Accountability Act (HIPAA) have limited adoption where electronically protected health information (ePHI) might be present.Amazon Nova Act now qualifies …

Read more “Amazon Nova Act is now HIPAA eligible”