#ads-ranking

The latest AI and developer news about #ads-ranking, with the original source and a short summary.

Meta's Intelligent Delivery System Delivers 10% Incremental Ads Ranking Performance via ML-Driven Compute Allocation

The system uses a Resource Core Model with 6B sparse parameters to predict marginal utility, directing compute to high-impact requests across a heterogeneous fleet.

·2026.11.12 02:00

Meta's F3 Lightning Decouples Ads ML Feature Releases to Cut Deployment Time by 3.6x

The system preserves F3's shared computation efficiency while allowing independent feature validation and rollback.

·2026.11.04 02:00

Pinterest Unveils 3-Tower Engagement Co-Train Model: Achieves 1% CTR Lift and 30ms Latency

Pinterest has released its 3-Tower Engagement Co-Train model, achieving a 1% CTR lift and a P99 latency of 30ms.

·3·2026.09.18 00:00

From User Sequences to Scaling Laws: Multi-Stage Architecture for Meta Ad Ranking

Meta developed a sequence learning platform that separates offline user modeling from online ranking.

·1·2026.08.06 04:00

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

KernelEvolve automatically optimizes AI kernel performance by exploring hundreds of candidates.

·2·2026.04.03 04:00

REA, the Autonomous AI Agent Accelerating Meta's Ad Ranking Innovation

Meta's REA autonomizes ad ranking ML experiments, boosting accuracy and productivity.

·2·2026.03.18 05:00

Lightweight Ad Engagement Prediction with Two-Tower Models Served on GPU

GPU serving based on MMOE-DCN improved both accuracy and latency for ad engagement prediction.

·2026.02.14 08:00