Library / Method Engineering Principles Framework
Jump to passage
In this reading

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 02:22:15 UTC · snapshot created 2026-10-03 03:38:22 UTC · last check 2026-10-03 03:45:20 UTC

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.