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Engineering at Meta

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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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AI Research
Meta Connect 2023: September 27 – 28
ML Applications AUG 9, 2023
Scaling the Instagram Explore recommendations system
ML Applications MAY 18, 2023
MSVP is Meta’s first video processing ASIC
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The Latest
AI Research MAY 18, 2023
Meta introduces its first-generation AI inference accelerator
DevInfra OCT 31, 2022
Improving Instagram notification management with machine learning and causal inference
Data Center Engineering SEP 19, 2022
Scaling data ingestion for machine learning training at Meta
AI Research JUN 14, 2022
Applying federated learning to protect data on mobile devices
DevInfra MAR 15, 2022
VESPA: Static profiling for binary optimization
Full Sharded Data Parallel hero
AI Research JUL 15, 2021
Fully Sharded Data Parallel: faster AI training with fewer GPUs
Data Center Engineering JUN 28, 2021
Asicmon: A platform agnostic observability system for AI accelerators
ML Applications APR 5, 2021
How Facebook encodes your videos
How machine learning powers Facebook’s News Feed ranking algorithm
Core Infra JAN 26, 2021
How machine learning powers Facebook’s News Feed ranking algorithm

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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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