Lights Out, Systems On: Validating Instant Power Loss Readiness
We are introducing Instantaneous PowerLoss Storm, a new testing paradigm within the meta-infrastructure to manage and mitigate instantaneous or unforeseen power outages in our data...
TPU Just Got Split in Two — and It Changes Everything About AI Infrastructure
By Geeta Kakrani | Google AI developer expertImagine you run a restaurant. For years they had a chef who took care of sourcing the ingredients, preparing, cooking, serving and clea...
How to Build and Deploy an AI Agent with Gemini CLI and Google ADK: A
Step-by-step guide to Vibe codingA simplified, practical guide through Google's Codelab Agentverse: The Shadowblade's Codex, focusing on the build itself.📂 All commands from this ...
Building a Multimodal Indonesian Fake-News Detector with JAX, Flax, and Keras Kinetic on Cloud TPU
How I trained a Stance-Aware Cross-Encoder that classifies Indonesian news headlines against claims — starting on a free Colab TPU and scaling out to Cloud TPU v5p with a single...
SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems
We’re introducing SilverTorch, a reimagining of recommendation systems that unifies all retrieval components for user generated content under a unified architecture. SilverTorch...
Flutter at Google I/O 2026
Forget everything you knew about cross-platform restrictions. The rules just changed!The dust has finally settled on Google I/O 2026, and if I'm being completely honest, the Flutte...
![[Mar-Apr 2026] Comunidade AI – Destaques de atividades e conquistas-Winpcsoft.com](https://winpcsoft.com/wp-content/uploads/2026/05/0hhYjUnGBD_TJXgA-.jpeg)
[Mar-Apr 2026] Comunidade de IA — Destaques de atividades e conquistas
We love sharing the accomplishments of the Google AI communities over the month. We appreciate all the hard work and dedication of our community members. Without further ado, here ...
Reel Friends: Building Social Discovery that Scales to Billions
At first glance, the new Friend Bubbles feature looks pretty simple. It highlights Reels that your friends have seen and reacted to. But sometimes the functions that seem the simpl...
Migrating Data Ingestion Systems at Meta Scale
Das Datenerfassungssystem von Meta, das unsere Ingenieurteams für aktuelle Schnappschüsse des Social Graph nutzen, wurde kürzlich einer umfassenden Überarbeitung unterzogen, um...
Labyrinth 1.1: Making End-to-End Encrypted Backups Even More Reliable
We're introducing version 1.1 of Labyrinth, the encrypted storage system and protocol that secures messages and history in Messenger. Labyrinth 1.1 improves the reliability of end-...
⚖️ LexiMini: How I Built an AI Legal Assistant for India — From Scratch, on a TPU
Afinando Gemma 3 4B on Indian Law Data · MaxText · Tunix Distillation · HuggingFaceThis blog documents the approach behind a TPU-based LLM pipeline I’m currently building.Th...
Serve and Inference Gemma 4 on TPU
introductionIn early April 2026, Google released Gemma 4, the latest family of open multimodal models, and momentum has been building ever since. Gema 4 is available in four sizes...
How Meta Is Strengthening End-to-End Encrypted Backups
The HSM-based Backup Key Vault Metas HSM based Backup Key Vault Provides the foundation for end-to-end encrypted backups for WhatsApp and Messenger. The system allows users to prot...
ML acceleration guide: TPUs vs GPUs
There's a lot of hype about GPUs and NVIDIA, but how much do you know about TPUs?Rack with TPUs (left) and GPUs (right)The article contains code examples, which you can find at the...
Gema 4 as an LLM-as-a-Judge: Batch Responsible AI Evaluation on Cloud TPU v5e
TPU batch evaluation pipeline for RAI Checklist CLICalibrated trust (the governance framework I built for agent AI systems) requires measurable governance checks performed against ...
Opera GX para download grátis para PC
Opera GX para PC é um navegador exclusivo projetado especificamente para jogadores, oferecendo uma experiência de navegação otimizada adaptada às necessidades de jogos. Com opções avançadas de personalização, b...
Modernizando a pesquisa de grupos do Facebook para desbloquear o poder do conhecimento da comunidade
We have has fundamentally changed Facebook group searches to help people more reliably discover, classificar e validar o conteúdo da comunidade que é mais relevante para eles. We introduced a ...
Gemma de ajuste fino 3 em TPU para Medical Q&A com Keras e JAX
I wanted to build a medical Q&A fine-tuning project that remained truly TPU native on Kaggle. This project uses Google's 'gemma-3–1b-it', KerasHub, JAX backend and a Kaggle TPU to...
Trazendo Gemma Multimodal 4 E2B até o limite: Um mergulho profundo no LiteRT-LM e no Qualcomm QNN
Running Large Language Models (LLMs) on mobile devices used to be a dream of the future. Today, with the release of Google Gemma 4 Family and the powerful LiteRT-LM Framework, deli...
Migração de criptografia pós-quântica na Meta: Estrutura, Lições, e Conclusões
We’re sharing lessons learned from Meta’s post-quantum cryptography (PQC) migration to help other organizations strengthen their resilience as industry transitions to post-quantu...
Eficiência de capacidade na Meta: Como os agentes de IA unificados otimizam o desempenho em hiperescala
We provide insights into Meta's Capacity Efficiency Program, where we developed an AI agent platform that helps automatically find and resolve performance issues across our infrast...