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ML Applications Articles

10 articles

Related Tags

DevInfra(3)
Data Center Engineering(2)
Video Engineering(1)
Data Infrastructure(1)
Android(1)
Security & Privacy(1)
Meta Tech Podcast(1)
AI Research(1)
Networking & Traffic(1)
Open Source(1)
Meta logoMeta
61 min read
Backend•2026-04-02

KernelEvolve: How Meta’s Ranking Engineer Agent Optimizes AI Infrastructure

This is the second post in the Ranking Engineer Agent blog series exploring the autonomous AI capabilities accelerating Meta’s Ads Ranking innovation. The previous post introduced Ranking Engineer Agent’s ML exploration capability, which autonomously designs, executes, and analyzes ranking model experiments. This post covers how to optimize the low-level infrastructure that makes those models run [...] Read More... The post KernelEvolve: How Meta’s Ranking Engineer Agent Optimizes AI Infrastructure appeared first on Engineering at Meta.

DevInfra
ML Applications
Meta logoMeta
61 min read
AI•2026-03-31

Meta Adaptive Ranking Model: Bending the Inference Scaling Curve to Serve LLM-Scale Models for Ads

This article introduces Meta's Adaptive Ranking Model for serving LLM-scale ad recommendations at sub-second latency.

ML Applications
Meta logoMeta
31 min read
AI•2026-03-30

AI for American-Produced Cement and Concrete

Meta releases BOxCrete, a Bayesian Optimization AI model for designing sustainable and domestically-produced concrete mixes in the U.S.

Data Center Engineering
ML Applications
Open Source
Meta logoMeta
61 min read
Machine Learning•2026-03-18

Friend Bubbles: Enhancing Social Discovery on Facebook Reels

This article details the technical architecture of Facebook's Friend Bubbles feature on Reels, which surfaces content that friends have liked or reacted to.

ML Applications
Meta logoMeta
61 min read
AI•2026-03-17

Ranking Engineer Agent (REA): The Autonomous AI Agent Accelerating Meta’s Ads Ranking Innovation

Meta's Ranking Engineer Agent (REA) is an autonomous AI agent that manages the end-to-end ML lifecycle for ads ranking models with minimal human intervention.

DevInfra
ML Applications
Meta logoMeta
11 min read
Security•2026-03-13

Patch Me If You Can: AI Codemods for Secure-by-Default Android Apps

Meta's Product Security team describes their AI-powered approach to securing Android apps at scale across millions of lines of code.

Android
ML Applications
Security & Privacy
Meta Tech Podcast
Meta logoMeta
81 min read
Machine Learning•2026-02-24

RCCLX: Innovating GPU communications on AMD platforms

Meta open-sources RCCLX, an enhanced GPU communication library for AMD platforms that significantly improves AI training and inference performance.

AI Research
Data Center Engineering
ML Applications
Networking & Traffic
Meta logoMeta
01 min read
AI•2026-02-11

The Death of Traditional Testing: Agentic Development Broke a 50-Year-Old Field, JiTTesting Can Revive It

This post introduces Just-in-Time Tests (JiTTests), an AI-driven testing approach designed to keep pace with agentic software development.

DevInfra
ML Applications
Meta logoMeta
21 min read
Machine Learning•2026-01-14

Adapting the Facebook Reels RecSys AI Model Based on User Feedback

Meta introduces the User True Interest Survey (UTIS) model to improve Facebook Reels recommendations by incorporating direct user feedback beyond traditional engagement signals.

ML Applications
Video Engineering
Meta logoMeta
11 min read
DevOps•2025-12-19

DrP: Meta’s Root Cause Analysis Platform at Scale

Meta's DrP is a root cause analysis platform that automates incident investigation across large-scale systems, reducing MTTR by 20-80%.

Data Infrastructure
ML Applications