Meta AIAnalysisDevelopersNovember 11, 2026

Meta details Intelligent Delivery, an ML system for ads compute allocation

Read original source →engineering.fb.com

Meta says Intelligent Delivery has added ~10% incremental ads ranking performance on top of model and system gains from 2017 through the first half of 2026. The system predicts the marginal utility of compute and shifts resources across requests, models, chips, and ranking stages, increasingly using agentic AI to detect and respond to system shifts.

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