Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.29.3:6 - Bias-Annotation

BiasAction-changing consequenceCorrection
A correct program is taken to settle its executionA valid count is changed by preparation or readout.Follow a required input through the actual encoding and interpretation.
Input and output are assumed to use one scaleThe analog sum is read as half its value.Derive the output interpretation from the executing relation.
Logical atomicity is projected onto physical actionsReservations and unfinished returns are counted as occupants.Represent the intermediate states or establish why they leave the required property intact.
Local success hides a shared resourceTwo locally correct stocks exceed one room’s capacity.Recover the common stock or state and how each participant changes it.
Numerical precision dominates the accountCommand-rounding error hides a larger physical uncertainty.Express the consequential losses in the receiving quantity before selecting a refinement.