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AI’s

evaluation

Ablation Study

A research method where components of an AI system are systematically removed or modified to understand their individual contribution to overall performance. Ablation studies help researchers identify which design decisions matter most.

In practice

An ablation study might test a model with and without multi-head attention to measure attention's contribution to accuracy.