Retrieval can be measured by whether relevant evidence appears, its rank, coverage, and forbidden-content leakage. Answer quality is downstream and should not conceal poor evidence selection.

Retrieval Evaluation Separates Recall From Answer Quality

A multi-agent evaluation measures task outcome, handoff loss, coordination overhead, correlated errors, unauthorized actions, and graceful degradation. Strong individual scores do not guarantee a strong team.

Evaluate the Team and Its Interfaces

In this situation—testing a handbook assistant with known relevant and restricted sections—which choice best applies “Retrieval Evaluation Separates Recall From Answer Quality”?

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