ME.25:6 - Bias-Annotation
Algebra makes repeated calculation easy to see, which can hide the distinct contributions of people, instruments and organizations. Recover whether repetition provides independence, learning, accountability or access before treating it as duplicate computation.
The small cases use fixed costs and simple outputs. In continuing work, feedback, queues and changing inputs can alter the comparison. Use the corresponding modeling and computational methods when those interactions change the selected transformation.