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AI Tech & Automation Blog

How Looker’s semantic layer enables trusted AI for business intelligence
May 8, 2025
5 min

How Looker’s semantic layer enables trusted AI for business intelligence

In the AI era, where data fuels intelligent applications and drives business decisions, demand for accurate and consistent data insights has never been higher.
Measuring Dialogue Intelligibility for Netflix Content
May 8, 2025
5 min

Measuring Dialogue Intelligibility for Netflix Content

Enhancing Member Experience Through Strategic Collaboration Ozzie Sutherland , Iroro Orife , Chih-Wei Wu , Bhanu Srikanth At Netflix, delivering the best possib
Use custom metrics to evaluate your generative AI application with Amazon Bedrock
May 7, 2025
23 min

Use custom metrics to evaluate your generative AI application with Amazon Bedrock

With Amazon Bedrock Evaluations , you can evaluate foundation models (FMs) and Retrieval Augmented Generation (RAG) systems, whether hosted on Amazon Bedrock or
Build live voice-driven agentic applications with Vertex AI Gemini Live API
May 6, 2025
6 min

Build live voice-driven agentic applications with Vertex AI Gemini Live API

Across industries, enterprises need efficient and proactive solutions. Imagine frontline professionals using voice commands and visual input to diagnose issues,
Pushing the limits of electric mobility: Formula E's Mountain Recharge
May 4, 2025
7 min

Pushing the limits of electric mobility: Formula E's Mountain Recharge

When’s the last time you watched a race for the braking? It’s the heart-pounding acceleration and death-defying maneuvers that keep most motorsport fans on the
Build a gen AI–powered financial assistant with Amazon Bedrock multi-agent collaboration
May 3, 2025
21 min

Build a gen AI–powered financial assistant with Amazon Bedrock multi-agent collaboration

The Amazon Bedrock multi-agent collaboration feature gives developers the flexibility to create and coordinate multiple AI agents, each specialized for specific
Create chatbots that speak different languages with Gemini, Gemma, Translation LLM, and Model Context Protocol
May 3, 2025
5 min

Create chatbots that speak different languages with Gemini, Gemma, Translation LLM, and Model Context Protocol

Your customers might not all speak the same language. If you operate internationally or serve a diverse customer base, you need your chatbot to meet them where
Best practices for Meta Llama 3.2 multimodal fine-tuning on Amazon Bedrock
May 2, 2025
14 min

Best practices for Meta Llama 3.2 multimodal fine-tuning on Amazon Bedrock

Multimodal fine-tuning represents a powerful approach for customizing foundation models (FMs) to excel at specific tasks that involve both visual and textual in
Amazon Bedrock Model Distillation: Boost function calling accuracy while reducing cost and latency
May 1, 2025
16 min

Amazon Bedrock Model Distillation: Boost function calling accuracy while reducing cost and latency

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how
Data Streaming: Real-time data for real-time decisions
May 1, 2025
15 min

Data Streaming: Real-time data for real-time decisions

Data Streaming: Real-time data for real-time decisions (Palantir RFx Blog Series, #8) Often the most business critical decisions are also the most time-sensitiv
Responsible AI in action: How Data Reply red teaming supports generative AI safety on AWS
Apr 30, 2025
13 min

Responsible AI in action: How Data Reply red teaming supports generative AI safety on AWS

Generative AI is rapidly reshaping industries worldwide, empowering businesses to deliver exceptional customer experiences, streamline processes, and push innov
What’s new with BigQuery AI and ML?
Apr 30, 2025
6 min

What’s new with BigQuery AI and ML?

At Next ’25, we introduced several new innovations within BigQuery, the autonomous data to AI platform. BigQuery ML provides a full range of AI and ML capabilit
Customize Amazon Nova models to improve tool usage
Apr 29, 2025
18 min

Customize Amazon Nova models to improve tool usage

Modern large language models (LLMs) excel in language processing but are limited by their static training data. However, as industries require more adaptive, de
From insight to action: M-Trends, agentic AI, and how we’re boosting defenders at RSAC 2025
Apr 29, 2025
8 min

From insight to action: M-Trends, agentic AI, and how we’re boosting defenders at RSAC 2025

Cybersecurity is facing a unique moment, where AI-enhanced threat intelligence, products, and services are poised to give defenders an advantage over the threat
Accelerate your data-to-insights journey with enhanced BigQuery data canvas
Apr 25, 2025
6 min

Accelerate your data-to-insights journey with enhanced BigQuery data canvas

In today's data-driven world, the ability to extract meaningful insights quickly is paramount. Yet, for many, the journey from raw data to actionable intelligen
Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale
Apr 25, 2025
20 min

Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

This blog post is co-written with Renuka Kumar and Thomas Matthew from Cisco. Enterprise data by its very nature spans diverse data domains, such as security, f
Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker
Apr 24, 2025
10 min

Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due t
Going from requirements to prototype with Gemini Code Assist
Apr 24, 2025
7 min

Going from requirements to prototype with Gemini Code Assist

Imagine this common scenario: you have a detailed product requirements document for your next project. Instead of reading the whole document and manually starti
Google Cloud Database and LangChain integrations now support Go, Java, and JavaScript
Apr 23, 2025
6 min

Google Cloud Database and LangChain integrations now support Go, Java, and JavaScript

Last year, Google Cloud and LangChain announced integrations that give generative AI developers access to a suite of LangChain Python packages . This allowed ap
Supercharge your LLM performance with Amazon SageMaker Large Model Inference container v15
Apr 23, 2025
9 min

Supercharge your LLM performance with Amazon SageMaker Large Model Inference container v15

Today, we’re excited to announce the launch of Amazon SageMaker Large Model Inference (LMI) container v15, powered by vLLM 0.8.4 with support for the vLLM V1 en