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[Mar-Apr 2026] AI Community — Activity Highlights and Achievements-Winpcsoft.com

[Mar-Apr 2026] AI コミュニティ — 活動のハイライトと成果

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-Winpcsoft.com

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-Winpcsoft.com

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 -Winpcsoft.com

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-...
⚖️レキシミニ: インド向けの AI 法務アシスタントをどのように構築したか — ゼロから, on a TPU-Winpcsoft.com

⚖️レキシミニ: インド向けの AI 法務アシスタントをどのように構築したか — ゼロから, TPU 上

Fine-tuning 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...
サーブと推論ジェマ 4 on TPU-Winpcsoft.com

サーブと推論ジェマ 4 TPU上

introductionIn early April 2026, Google released Gemma 4, the latest family of open multimodal models, and momentum has been building ever since. ジェマ 4 is available in four sizes...
How Meta Is Strengthening End-to-End Encrypted Backups-Winpcsoft.com

Meta はどのようにエンドツーエンドの暗号化バックアップを強化しているか

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加速ガイド: TPUs vs GPUs-Winpcsoft.com

ML加速ガイド: TPU と GPU の比較

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...
ジェマ 4 裁判官としてのLLMとして: Batch Responsible AI Evaluation on Cloud TPU v5e-Winpcsoft.com

ジェマ 4 裁判官としてのLLMとして: Cloud TPU v5e での責任あるバッチ AI 評価

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 for PC 無料ダウンロード-Winpcsoft.com

Opera GX for PC 無料ダウンロード

Opera GX For pc is a unique web browser designed specifically for gamers, offering an optimized browsing experience tailored to gaming needs. With advanced customization options, b...
Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge-Winpcsoft.com

Facebook グループ検索を最新化し、コミュニティの知識の力を解き放つ

We have has fundamentally changed Facebook group searches to help people more reliably discover, sort and validate community content that is most relevant to them. We introduced a ...
ジェマの微調整 3 メディカルQ用TPUについて&A with Keras and JAX-Winpcsoft.com

ジェマの微調整 3 メディカルQ用TPUについて&Keras と JAX を使用した

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...
マルチモーダルジェマの実現 4 E2B からエッジまで: A Deep Dive into LiteRT-LM and Qualcomm QNN-Winpcsoft.com

マルチモーダルジェマの実現 4 E2B からエッジまで: LiteRT-LM と Qualcomm QNN の詳細

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...
メタにおけるポスト量子暗号の移行: フレームワーク, レッスン, and Takeaways-Winpcsoft.com

メタにおけるポスト量子暗号の移行: フレームワーク, レッスン, とテイクアウト

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...
メタでの容量効率: How Unified AI Agents Optimize Performance at Hyperscale-Winpcsoft.com

メタでの容量効率: 統合 AI エージェントがハイパースケールでパフォーマンスを最適化する方法

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...
Google Glassの投影データ. Gemini Generates Reality-Winpcsoft.com

Google Glassの投影データ. 双子座が現実を生み出す

Building Invisible City Part #3. How event-driven AI agents create spatial interfaces that don’t exist until you need themThis is the third in a series of posts on my distributed...
ジェマを配備する 4 Cloud Run 上で: Pay Only When You Actually Use It-Winpcsoft.com

ジェマを配備する 4 Cloud Run 上で: 実際に使用した場合にのみお支払いください

I was in the room in Paris when Google announced Gemma 3. It was an exciting event. The demos were impressive. But what really mattered happened later, back at my desk, when I ran ...
これがクラウドランです: Configuration-Winpcsoft.com

これがクラウドランです: 構成

これはパートです 3 「This is Cloud Run」シリーズ. In Part 1, Cloud Run とは何か、そしてそれをいつ選択するべきかについて説明しました. In Part 2, we walked through the deployment options and revision ...
分岐点からの脱出: WebRTC 全体をメタ的に最新化する方法 50+ Use Cases-Winpcsoft.com

分岐点からの脱出: WebRTC 全体をメタ的に最新化する方法 50+ 使用例

At Meta, WebRTC powers real-time audio and video across various platforms. But forking a large open-source project like WebRTC within our monorepo presents unique challenges – ove...
トラスト・バット・カナリア: Configuration Safety at Scale-Winpcsoft.com

トラスト・バット・カナリア: 大規模な構成の安全性

As AI increases developer speed and productivity, the need for protection measures also increases. In this episode of the Meta Tech Podcast: Pascal Hartig sits down with Ishwari an...
最適なトルコ語サブワード戦略 II: What WordPiece Learns from Turkish Morphology-Winpcsoft.com

最適なトルコ語サブワード戦略 II: WordPiece がトルコ語の形態学から学んだこと

Turkish is generous with morphology. A single lemma can grow into a long surface form - case, possession, tense/aspect, evidentiary...Read more about Google developer experts »