Test Bank Rotation

Test bank rotation is the periodic replacement of evaluation tasks with fresh, held-out ones so agents cannot be tuned to a fixed set and scores keep reflecting real capability.

Rotating the bank guards against contamination — where tasks leak into training data or vendors optimize specifically to pass them — which would inflate scores over time.

WorkForce records the bank version on every score so a rotated benchmark stays reproducible and comparisons remain honest across versions.