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GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model-Winpcsoft.com

GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model

Meta’s Generative Ads Recommendation Model (GEM), the foundation model behind ads recommendations across Instagram and Facebook, now trains at LLM scale on several thousand of the...
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LoopSmith: Closed-Loop AI Engineering — Autonomous /goal Execution for Self-Correcting Pipelines on…-Winpcsoft.com

LoopSmith: Closed-Loop AI Engineering — Autonomous /goal Execution for Self-Correcting Pipelines on…

LoopSmith: Closed-Loop AI Engineering — Autonomous /goal Execution for Self-Correcting Pipelines on Antigravity 2.0Stop prompting the agent turn by turn. Hand it an objective, a...
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AI Engineer or Platform Engineer? Nobody Explains This Confusing New Job Title Problem (2026 Guide)-Winpcsoft.com

AI Engineer or Platform Engineer? Nobody Explains This Confusing New Job Title Problem (2026 Guide)

By Geeta Kakrani (GDE in AI & TPU)Now open any job board and search for “AI.” You'll notice something strange in some entries: the roles don't match. Two posts with almost identi...
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[May-Jun 2026] AI Community — Activity Highlights and Achievements-Winpcsoft.com

[May-Jun 2026] AI Community — Activity Highlights and Achievements

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 ...
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Exploring Hierarchical Interest Representation For Meta Ads Deep Funnel Optimization-Winpcsoft.com

Exploring Hierarchical Interest Representation For Meta Ads Deep Funnel Optimization

Hierarchical Interest Representation is a research area for Meta Ads. We’re exploring an upstream representation layer over the universe of Ads entities – users, advertisers, pro...
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Modernizing the Meta Ads Service With an Open-Source Kernel Scheduler-Winpcsoft.com

Modernizing the Meta Ads Service With an Open-Source Kernel Scheduler

At Meta's scale, even a few milliseconds of latency degradation can have a significant negative impact on ad performance. When a Linux kernel upgrade threatened to reduce latency a...
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Scaling Pediatric Accessibility: How Eye Aim Arena Leverages the Google WebAI Ecosystem- LiteRT.js-Winpcsoft.com

Scaling Pediatric Accessibility: How Eye Aim Arena Leverages the Google WebAI Ecosystem- LiteRT.js

Scaling Pediatric Accessibility: How Eye Aim Arena Leverages the Google WebAI Ecosystem- LiteRT.js + MediaPipe Iris1. Introduction: The Accessibility Imperative in Pediatric Oculom...
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Automating Digital Product Creation: How I Built a 55-Maze Kids’ Activity Book in Minutes Using…-Winpcsoft.com

Automating Digital Product Creation: How I Built a 55-Maze Kids’ Activity Book in Minutes Using…

Digital Product Creation Automation: How I created a 55-maze activity book for kids in minutes using Antigravity CLI and GeminiI just published a children's activity book on Amazon...
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I Shipped an Angular v22 Book Update with a Crew of AI Agents. Here’s the System-Winpcsoft.com

I Shipped an Angular v22 Book Update with a Crew of AI Agents. Here’s the System

I just shipped a major update to my book Mastering Angular Signals - a brand-new Angular v22 Edition. Not a typo pass: an updated manuscript, a companion code repository upgraded t...
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Angular Signal Forms Tutorial (v22)-Winpcsoft.com

Angular Signal Forms Tutorial (v22)

Tutorial zu Winkelsignalformen (v22)Wenn Sie Formulare in Angular erstellt haben, kennen Sie die beiden alten Pfade. Vorlagengesteuerte Formulare sind schnell, aber mit wenigen Typ...
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[Tutorial] Building a Multi-Agent Travel Planner with Google ADK-Winpcsoft.com

[Tutorial] Building a Multi-Agent Travel Planner with Google ADK

Most travel apps are designed for popularity and convenience, often directing users to crowded, carbon-intensive destinations.In this tutorial you will learn how to do that Create ...
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Meta's AI Storage Blueprint at Scale-Winpcsoft.com

Meta’s AI Storage Blueprint at Scale

Over the past several years, model capabilities and training dataset sizes have experienced exponential growth. During the past year or so, the time between new-frontier-model rele...
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10 Years of Meta’s Commitment to Python-Winpcsoft.com

10 Years of Meta’s Commitment to Python

This year Meta is sponsoring the for the tenth time in a row Python Software Foundation (PSF), The nonprofit organization is dedicated to promoting, supporting, and protecting the ...
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Privacy-Aware Infrastructure in the AI-Native Era: An Asset Classification Case Study-Winpcsoft.com

Privacy-Aware Infrastructure in the AI-Native Era: An Asset Classification Case Study

 Privacy controls — systems that enforce retention, access, allowed-purpose, downstream-sharing, or anonymization policies — require a reliable understanding of data to function...
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Managing BigQuery with Google ADK, MCP, Cloud Run, Streamlit, and OIDC Authentication-Winpcsoft.com

Managing BigQuery with Google ADK, MCP, Cloud Run, Streamlit, and OIDC Authentication

Built a production-ready conversation analytics platform with Google ADK, BigQuery MCP, Streamlit, Cloud Run and OIDC authenticationRead more about Google developer experts »
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How Meta Engineered Ultra-Narrow Batteries for AI Glasses-Winpcsoft.com

How Meta Engineered Ultra-Narrow Batteries for AI Glasses

Smart glasses like this Ray Ban Meta And Oakley Meta Vanguards You need to pack enough power to power features like cameras, speakers, AI workloads, and even a display. But everyth...
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Adopting AV1 for Real-Time Communication (RTC) at Scale-Winpcsoft.com

Adopting AV1 for Real-Time Communication (RTC) at Scale

Adopting AV1 for real-time communication at Meta has been a multi-year effort spanning codec selection, device eligibility, rate control, and error resilience. We’re sharing the t...
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Vertex AI Is Gone. Here Is What Google Built Instead.-Winpcsoft.com

Vertex AI Is Gone. Here Is What Google Built Instead.

At Cloud Next 2026 in Las Vegas, Google made one of the biggest moves in its cloud history. Vertex AI, the platform that millions of developers have been using since 2021, is gone....
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Google Antigravity 2.0 + Gemini 3.5 Flash: The AI That Codes, Tests, and Ships — Without You.-Winpcsoft.com

Google Antigravity 2.0 + Gemini 3.5 Flash: The AI That Codes, Tests, and Ships — Without You.

Antigravity 2.0, Antigravity CLI und Gemini 3.5 Flash einfach erklärtVon Geeta Kakrani | Google-Entwicklerexperte für KI und TPUWenn Sie Google I/O 2026 verfolgt haben, wissen Si...
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Lights Out, Systems On: Validating Instant Power Loss Readiness-Winpcsoft.com

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...
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TPU Just Got Split in Two — and It Changes Everything About AI Infrastructure-Winpcsoft.com

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...
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