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📰 Engineering at Meta

38 articles · Updated every 3 hours · View all reads

All Articles 174,232Blog Posts 163,914Tech Tutorials 46,438Research Papers 34,131News 21,989 ⚡ AI Lessons
How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees
Engineering at Meta 1mo ago
How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees
WhatsApp is committed to helping people stay safe while protecting the privacy of their messages. As scam tactics evolve — from impersonation to social engineer
From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking
Engineering at Meta 📐 ML Fundamentals ⚡ AI Lesson 1mo ago
From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking
Every day, Meta’s recommendation platforms handle billions of user interactions, generating rich temporal signals that capture individual preferences and intent
GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model
Engineering at Meta 🧠 Large Language Models ⚡ AI Lesson 1mo ago
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 seve
Exploring Hierarchical Interest Representation For Meta Ads Deep Funnel Optimization
Engineering at Meta 📣 Digital Marketing & Growth ⚡ AI Lesson 1mo ago
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
Modernizing the Meta Ads Service With an Open-Source Kernel Scheduler
Engineering at Meta 📣 Digital Marketing & Growth ⚡ AI Lesson 2mo ago
Modernizing the Meta Ads Service With an Open-Source Kernel Scheduler
TL; DR At Meta’s scale, a few milliseconds of latency degradation can have a significant negative impact on ads performance. When a Linux kernel upgrade risked
Meta’s AI Storage Blueprint at Scale
Engineering at Meta 💻 AI-Assisted Coding ⚡ AI Lesson 2mo ago
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
Engineering at Meta 📰 AI News & Updates ⚡ AI Lesson 2mo ago
10 Years of Meta’s Commitment to Python
This year marks Meta’s 10th consecutive year as a sponsor of the Python Software Foundation (PSF), the charitable organization dedicated to advancing, supportin
Privacy-Aware Infrastructure in the AI-Native Era: An Asset Classification Case Study
Engineering at Meta 🛡️ AI Safety & Ethics ⚡ AI Lesson 2mo ago
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
Engineering at Meta 💻 AI-Assisted Coding ⚡ AI Lesson 2mo ago
How Meta Engineered Ultra-Narrow Batteries for AI Glasses
Smart glasses like the Ray-Ban Meta and Oakley Meta Vanguards need to pack enough energy to power features like cameras, speakers, AI workloads, and even a disp
Adopting AV1 for Real-Time Communication (RTC) at Scale
Engineering at Meta 📰 AI News & Updates ⚡ AI Lesson 2mo ago
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.
Lights Out, Systems On: Validating Instant Power Loss Readiness
Engineering at Meta ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
Lights Out, Systems On: Validating Instant Power Loss Readiness
We’re introducing Instantaneous PowerLoss Storm, a new testing paradigm within Meta’s infrastructure for handling and mitigating instant or zero-notice power lo
SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems
Engineering at Meta 🧠 Large Language Models ⚡ AI Lesson 3mo ago
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 architec
Engineering at Meta 📐 ML Fundamentals ⚡ AI Lesson 4mo ago
Reel Friends: Building Social Discovery that Scales to Billions
On its face the new Friend Bubbles feature looks simple enough. It highlights Reels your friends have watched and reacted to. But sometimes the features that se
Migrating Data Ingestion Systems at Meta Scale
Engineering at Meta 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 4mo ago
Migrating Data Ingestion Systems at Meta Scale
Meta’s data ingestion system, which our engineering teams leverage for up-to-date snapshots of the social graph, has recently undergone a significant revamp to
Engineering at Meta 🔐 Cybersecurity ⚡ AI Lesson 4mo ago
Labyrinth 1.1: Making End-to-End Encrypted Backups Even More Reliable
We’re rolling out version 1.1 of Labyrinth, the encrypted storage system and protocol that secures messages and history on Messenger. Labyrinth 1.1 enhances the
How Meta Is Strengthening End-to-End Encrypted Backups
Engineering at Meta 🔐 Cybersecurity ⚡ AI Lesson 4mo ago
How Meta Is Strengthening End-to-End Encrypted Backups
The HSM-based Backup Key Vault Meta’s HSM-based Backup Key Vault provides the foundation for end-to-end encrypted backups for WhatsApp and Messenger. The system
Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge
Engineering at Meta 🧠 Large Language Models ⚡ AI Lesson 4mo ago
Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge
We’ve fundamentally transformed Facebook Groups Search to help people more reliably discover, sort through, and validate community content that’s most relevant
Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale
Engineering at Meta 🤖 AI Agents & Automation ⚡ AI Lesson 4mo ago
Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale
We’re sharing insights into Meta’s Capacity Efficiency Program, where we’ve built an AI agent platform that helps automate finding and fixing performance issues
Post-Quantum Cryptography Migration at Meta: Framework, Lessons, and Takeaways
Engineering at Meta 🔐 Cybersecurity ⚡ AI Lesson 4mo ago
Post-Quantum Cryptography Migration at Meta: Framework, Lessons, and Takeaways
We’re sharing lessons learned from Meta’s post-quantum cryptography (PQC) migration to help other organizations strengthen their resilience as industry transiti
Escaping the Fork: How Meta Modernized WebRTC Across 50+ Use Cases
Engineering at Meta 📰 AI News & Updates ⚡ AI Lesson 5mo ago
Escaping the Fork: How Meta Modernized WebRTC Across 50+ Use Cases
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 uniq