Investigation of a Cross-regional Network Performance Issue

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Hechao Li, Roger Cruz Cloud Networking Topology Netflix operates a highly efficient cloud computing infrastructure that supports a wide array of applications essential for our SVOD (Subscription Video on Demand), live streaming and gaming services. Utilizing Amazon AWS, our infrastructure is hosted across multiple geographic regions worldwide. This global distribution allows our applications to deliver content …

Read more “Investigation of a Cross-regional Network Performance Issue”

Image 001 3

Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). RAG models first retrieve relevant information from a large corpus of text and then use a FM to synthesize an answer based on the retrieved information. An end-to-end RAG solution involves several …

Read more “Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation”

batch processing module

Cepsa Química improves the efficiency and accuracy of product stewardship using Amazon Bedrock

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

This is a guest post co-written with Vicente Cruz Mínguez, Head of Data and Advanced Analytics at Cepsa Química, and Marcos Fernández Díaz, Senior Data Scientist at Keepler. Generative artificial intelligence (AI) is rapidly emerging as a transformative force, poised to disrupt and reshape businesses of all sizes and across industries. Generative AI empowers organizations …

Read more “Cepsa Química improves the efficiency and accuracy of product stewardship using Amazon Bedrock”

Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

This article introduces contrastive alignment instructions (AlignInstruct) to address two challenges in machine translation (MT) on large language models (LLMs). One is the expansion of supported languages to previously unseen ones. The second relates to the lack of data in low-resource languages. Model fine-tuning through MT instructions (MTInstruct) is a straightforward approach to the first …

Read more “Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages”

underwriting blog arch final

Streamline insurance underwriting with generative AI using Amazon Bedrock – Part 1

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Underwriting is a fundamental function within the insurance industry, serving as the foundation for risk assessment and management. Underwriters are responsible for evaluating insurance applications, determining the level of risk associated with each applicant, and making decisions on whether to accept or reject the application based on the insurer’s guidelines and risk appetite. In this …

Read more “Streamline insurance underwriting with generative AI using Amazon Bedrock – Part 1”

New strides in making AI accessible for every enterprise

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

We’ve been thrilled to see the recent enthusiasm and adoption of Gemini 1.5 Flash — our fastest model to date, optimized for high-volume and high-frequency tasks at scale. Every day, we learn about how people are using Gemini to do amazing things like transcribe audio, understand code errors, and build apps in minutes. Companies like …

Read more “New strides in making AI accessible for every enterprise”

ML16457 image001

Unlocking Japanese LLMs with AWS Trainium: Innovators Showcase from the AWS LLM Development Support Program

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. As part of this commitment, AWS Japan announced the AWS LLM Development Support Program (LLM Program), through which we’ve had the privilege of working alongside some of Japan’s most innovative teams. …

Read more “Unlocking Japanese LLMs with AWS Trainium: Innovators Showcase from the AWS LLM Development Support Program”

1 MM Audio Capability Japanese Transcripti.max 1000x1000 1

Understanding new Gemini model inference, tuning, grounding and safety settings in BigQuery

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

The proliferation of digital devices and platforms such as social media, mobile devices, and IoT sensors has led to an exponential growth in unstructured data such as images, audio files, videos, and documents. To help organizations unlock valuable insights from your data, BigQuery, Google’s AI-ready cloud data platform, is integrated with Vertex AI, Google’s fully-managed …

Read more “Understanding new Gemini model inference, tuning, grounding and safety settings in BigQuery”