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Turning Opportunistic AI Inference Capacity Into Better Ads Recommendations

Via Meta Engineering ML
Monday, Oct 12, 2026 · 4:00PM
Summary

At Meta, we’ve built a system that enhances ads recommendations by leveraging idle inference capacity in our fleet. Two elasticity levers in the system allow ads recommendation work to expand across opportunistic capacity, without compromising baseline performance. This post describes how we designe

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