Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.3.3:8 - Common Anti-Patterns and How to Avoid Them

Recognizable failureRepair
Inferring a transition law from procedure text or a workflow diagram’s layoutRecover the actual assertion under :4.8, then test for both a state space and a transition law under :4.1.
Treating telemetry as a lawDeclare the proposed law, derive the observed coordinates through :4.5 and compare its consequences with the telemetry.
Using dashboard labels as state coordinates without their meaningsRecover the characteristics, units, scales and comparability rules, and check whether the chosen coordinates retain the needed predictive information.
Treating a simulation as release approvalCheck its predicted result against the receiving decision’s conditions in :4.6, then obtain that decision.
Extrapolating beyond established model conditionsState the applicable region, source-currentness condition and lowering condition; use :4.7 if the use requires transfer.
Relying on a learned prediction without its domain and error conditionsState its training domain, observation relation, error or uncertainty policy and applicability window before reliance.