Articles tagged: RAG

Use Your Voice to Get More Done in Gmail, Docs, and Keep

Discover how voice input can streamline your workflow across Gmail, Docs, and Keep. This guide covers practical ways to dictate emails, dr...

Sep 4, 202613 min

Google Play Books Brings AI Book Insights to a Million Ebooks and iOS

Google Play Books has extended its AI-powered Book insights feature to more than one million ebooks and to the iOS app. Readers can now ac...

Sep 3, 202612 min

Mapping Global Methane Emissions from Space with Deep Learning

Google Research has published a detailed approach for mapping global methane emissions from space using deep learning. The method leverage...

Sep 2, 202612 min

Google Antigravity and Gemini 3.7 Flash: A Multi-Agent Fix for Math and Engineering Tasks

Pairing Google Antigravity with Gemini 3.7 Flash resolves notable multi-agent math and engineering problems. Drawing on verified primary e...

Sep 1, 202612 min

Expert Intelligence: A New Way to Engage with Trusted Content

Expert Intelligence helps you engage with trusted content through a new AI-powered experience. Built around leading sources, it filters no...

Aug 28, 202611 min

Turn Your Voice into Action: New Productivity Features in Gemini Live

Gemini Live's new productivity features transform voice input into real-world actions, helping professionals schedule, draft, and manage t...

Aug 27, 202611 min

Celebrate 110 years of national parks with Maps, Search, and Gemini

With the National Park Service celebrating 110 years, Google's Maps, Search, and Gemini combine to help you explore protected lands. From...

Aug 25, 202610 min

AI safety

Seeing beyond BMI: Estimating cardiometabolic risk with smartphone imagery

Smartphone imagery may offer a more nuanced view of cardiometabolic risk than BMI alone. This article examines the promise, safety conside...

Aug 24, 202610 min

An AI Tool for Prioritizing Candidate Biomarkers from Wearable Sensor Data

This article examines a Google Research AI tool that prioritizes candidate biomarkers from wearable sensor data. Drawing on an accessible...

Aug 23, 202611 min

What Does “Full-Stack” AI Actually Mean?

Full-stack AI goes beyond models. A verified Google blog post explains what full-stack development means for AI systems, covering the laye...

Aug 22, 202611 min

Take an Interactive Journey Through America’s National Parks with AI Tools

Google’s United Parks of America initiative, announced on August 20, 2026, invites you to explore national parks through an immersive inte...

Aug 21, 202610 min

Start the Semester with One Year of Gemini, on Us

Google is offering eligible students a full year of Gemini, giving you access to advanced AI tools for study, research, and productivity....

Aug 20, 202612 min

Bring Your Spreadsheet Data to Life with Sheets Canvas

Sheets canvas helps you transform static spreadsheet data into a dynamic visual workspace. Discover how this new Google Sheets tool makes...

Aug 14, 202611 min

How to Choose Full-Stack Observability for NVIDIA AI Factories

Selecting the right full-stack observability solution for NVIDIA AI factories requires understanding GPU telemetry, cluster metrics, and a...

Aug 13, 202611 min

GPU Management: Why Idle GPUs Are the New Grounded Aircraft

In local AI deployments, idle GPUs mirror grounded aircraft: they consume capital, occupy space, and depreciate without yielding returns....

Jul 31, 202611 min

NVIDIA Cosmos-H-Dreams: Bringing Real-Time Generative Simulation to Surgical Robotics

NVIDIA's Cosmos-H-Dreams enables real-time generative simulation for surgical robotics, allowing local models to train on synthetic, high-...

Jul 29, 20266 min

Analog AI Is Back, But Can It Survive Its Own Noise?

Analog computing is making a comeback in AI, promising energy efficiency but facing challenges from inherent noise. Can these systems over...

Jul 23, 20266 min

The State of Simulation for Physical AI: An Overview

Simulation is transforming physical AI by enabling safe, scalable training for robots and autonomous systems. Local models bring real-time...

Jul 22, 20267 min

How I’m Making Sure My Analytics Career Doesn’t Get Eaten by AI

AI is transforming analytics, but instead of fearing it, I leverage it as a co-pilot. By focusing on strategic thinking, data storytelling...

Jul 21, 20268 min

Context Engineering Isn’t Enough

This article explores a novel loop engineering experiment where context management occurs entirely outside the LLM, revealing critical ins...

Jul 18, 20268 min

NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval

NVIDIA's Nemotron-3-8B-Embedding model achieves the top ranking on the Retrieval Text Embedding Benchmark (RTEB), setting a new standard f...

Jul 17, 20269 min

Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs

Learn how to combine Pydantic models with OpenAI's API to reliably extract structured, validated data from LLM responses—eliminating parsi...

Jul 17, 20268 min

What Building Shippy Taught Us About Building Agents

Lessons from developing Shippy, an AI agent for logistics, reveal that modular design, human-in-the-loop validation, and handling real-wor...

Jul 16, 20267 min

Introducing Real World VoiceEQ: Measuring the Human Quality of Voice AI

Real World VoiceEQ is a new benchmark that evaluates voice AI systems on human-likeness, emotional expressiveness, and natural prosody, pr...

Jul 16, 20267 min

That Is Embarrassing: Why Frontier AI Still Makes Things Up, and What to Do About It

Frontier AI models continue to generate plausible-sounding but false information, a persistent flaw known as hallucination. This article e...

Jul 12, 20267 min

Run AI Workloads on Any Cloud, Store on Hugging Face: Zero-Egress Storage with SkyPilot

SkyPilot enables AI teams to run jobs across any cloud provider while storing data on Hugging Face with zero egress fees, simplifying mult...

Jul 9, 20268 min

Stop Ranking Agent Configs by Average Score

Ranking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better eval...

Jul 8, 20268 min

LLM Wikis Are Over-Engineered

Most LLM wikis add unnecessary complexity with vector databases and APIs. A pure Python compiler can replace them, parsing structured mark...

Jul 7, 20268 min

Time-Series LLMs, Explained with t0-alpha

Time-series LLMs like t0-alpha leverage transformer architectures to analyze sequential data. This article explains how t0-alpha handles f...

Jul 5, 20266 min

Introducing OpenWiki: An Open Source Agent for Automated Repository Documentation

OpenWiki is a new open source AI agent that automatically generates, updates, and maintains documentation for code repositories. It integr...

Jul 3, 20267 min

Hugging Face and Cerebras bring Gemma 4 to real-time voice AI

Hugging Face and Cerebras collaborate to run Gemma 4 models for real-time voice AI on local hardware, enabling low-latency speech processi...

Jul 2, 20267 min

Running Untrusted Agent Code Without a Sandbox

Explore the risks and strategies for executing untrusted AI agent code without sandboxing, including isolation techniques, monitoring, and...

Jul 1, 20266 min

Prompt Engineering Fails Quietly

Prompt regression causes AI outputs to degrade over time without warning. Learn why it happens, how to detect it, and practical strategies...

Jul 1, 20268 min

Introducing Dynamic Subagents in Deep Agents

Dynamic subagents enhance AI agent systems by enabling real-time delegation of specialized tasks. This modular approach improves scalabili...

Jun 30, 20267 min

We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.

A team built a custom AI routing layer to reduce API costs, but it introduced latency, errors, and unpredictable behavior that degraded th...

Jun 30, 20267 min

Mistral OCR 4 Self-Hosting: What Mistral Confirms

What Mistral confirms about self-hosting OCR 4, keeping document data in your environment, deployment options, pricing and practical limit...

Jun 29, 20268 min

AI research

The Evolution of Artificial Intelligence: From Narrow Tasks to General Intelligence

AI research is advancing from narrow, task-specific algorithms toward general intelligence. This article explores key breakthroughs, inclu...

Jun 27, 20268 min

Why the Best Agents Are Simpler Than You Think

Discover why top-performing AI agents rely on minimalistic design, clear prompts, and smart tool use instead of complex architectures. Sim...

Jun 27, 20267 min

Prompt Caching with Deep Agents

Prompt caching reduces latency and cost in AI agents by storing and reusing processed prompts. This technique enables faster multi-step re...

Jun 27, 20267 min

Mistral OCR 4 Benchmarks: Results, Caveats and Evaluation

Review Mistral’s published OCR 4 human evaluation and benchmark results, the scoring caveats it identifies and how to assess the model res...

Jun 27, 20267 min

AI research

The Next Frontier in AI Research: Beyond Generative Models

AI research is shifting from scaling generative models to building efficient, reasoning-driven systems. New paradigms like neuro-symbolic...

Jun 26, 20268 min

Vector RAG Isn’t Enough

Standard vector retrieval fails multi-agent systems. Discover how adding a context graph layer enables agents to share structured memory,...

Jun 26, 20268 min

Run a vLLM Server on HF Jobs in One Command

Learn how to launch a vLLM inference server on Hugging Face Jobs with a single command. This guide covers setup, configuration, and practi...

Jun 26, 20266 min

An LLM as Arbiter in RAG Retrieval: Picking the Right Candidate with Reasons

Explore how to use an LLM as an intelligent arbiter to select the best document from RAG retrieval candidates, enhancing accuracy with con...

Jun 26, 20268 min

3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal

Learn how to run three AI agents with separate LLMs simultaneously on a single outdated GPU. This article covers bare-metal parallel infer...

Jun 25, 20267 min

AI coding

Build Your Own Local AI Coding Agent with Gemma 4 and OpenCode

Learn to create a free, private AI coding agent on your own machine using Gemma 4 and OpenCode. This guide covers setup, configuration, an...

Jun 25, 20267 min

How To Give Your Agent Memory

Learn how to equip AI agents with memory using vector databases, conversation history, and structured storage. Practical techniques for pe...

Jun 25, 20267 min

Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead

Discover why a single AI agent fell short for complex tasks and how a multi-agent pipeline improved accuracy, reliability, and efficiency...

Jun 24, 20267 min