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ML Applications

We use artificial intelligence and machine learning across Meta to improve our products and services. We develop and advance algorithms that rank feeds and search results, create new text-understanding algorithms that keep spam and misleading content at bay, and automatically caption videos in your News Feed through our speech-recognition systems. We’re also responsible for displaying billions of translated stories every day, developing computer-vision algorithms that make images and videos accessible to the blind, and creating magical visual experiences such as turning panorama photos into fully interactive 360 images. Our efforts form the glue between science, research, and Meta’s experiences.

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ML Applications
Intelligent Delivery: Making Every Unit of Compute Serve Better Ads
ML Applications NOV 10, 2026
Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations
DevInfra NOV 10, 2026
How We Built TLX: A Hardware-Native GPU Compiler for Production ML at Scale
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ML Applications NOV 3, 2026
F3 Lightning: How Meta Accelerates Ads ML Features to Production at Scale
AI Research OCT 29, 2026
Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale
ML Applications OCT 28, 2026
Meta Andromeda: Powering the Next Generation of Ads Retrieval Through Model-System Co-Design
AI Research OCT 27, 2026
PrivacyLib: Privacy Controls at the Data Access Boundary
Data Center Engineering OCT 26, 2026
Meta Networking at the 2026 OCP Global Summit: Open Innovation for Scale-Up, Scale-Out, and Scale-Across AI Networks
ML Applications OCT 19, 2026
GenRecs Tokenization: Transforming Ads Recommendation at Meta with Stable Model Vocabulary
AI Research OCT 19, 2026
The Thin Orchestrator: How We Made Our AI Agents More Reliable by Giving the Router Less to Do
Core Infra OCT 19, 2026
Inside Prometheus: Meta’s Journey to a Gigawatt-Scale Supercluster
Android OCT 15, 2026
How Meta Built Forum With AI-Native Engineering

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Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge

Mar 18, 2026

Friend Bubbles: Enhancing Social Discovery on Facebook Reels

Nov 06, 2023

How Meta built Threads in 5 months

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Open Source

Meta believes in building community through open source technology. Explore our latest projects in Artificial Intelligence, Data Infrastructure, Development Tools, Front End, Languages, Platforms, Security, Virtual Reality, and more.

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