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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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Full Sharded Data Parallel hero
AI Research
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
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The Latest
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
Instagram diversified notifications
ML Applications DEC 17, 2020
On the value of diversified recommendations
Data Center Engineering DEC 9, 2020
How Facebook keeps its large-scale infrastructure hardware up and running
DevInfra OCT 22, 2020
PPL Bench: Creating a standard for benchmarking probabilistic programming languages
Facebook's Mark Harman elected Fellow of the Royal Academy of Engineering RAEng
DevInfra SEP 21, 2020
Mark Harman elected Fellow of the Royal Academy of Engineering
Scalable data classification for security and privacy
Data Infrastructure JUL 21, 2020
Scalable data classification for security and privacy
Facebook Vice President of Integrity Guy Rosen speaking at Fighting Abuse @Scale 2019
ML Applications DEC 13, 2019
Fighting Abuse @Scale 2019 recap
CCSM: Scalable statistical anomaly detection to resolve app crashes faster
DevInfra NOV 26, 2019
CCSM: Scalable statistical anomaly detection to resolve app crashes faster
DevInfra NOV 8, 2019
Fast dimensional analysis for root cause analysis at scale

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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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