Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.11.PUA:5.1c - AI-assisted ordinary use returns the subject result

An engineer asks an AI assistant to apply an already selected A.19.ECS pattern to a pump-comparison question. The needed result is one exact EvaluationCharacteristicSpaceSpec with admitted coordinates, scales, comparators, and evidence rules. No later use asks for a durable pattern-selection trace.

The assistant returns the specification content in ordinary language and keeps the concern, pattern, and stop condition recoverable in the conversation. The text is the required specification only when it satisfies the A.19.ECS and C.2.1 identity rules. Successful ordinary use creates no candidate, fit, applicability, rationale, expectation, or closure record merely because AI helped. If the use also claims first constitution, recover every precise performer’s A.13 core and let A.15.1 independently admit the dated Work; add F.6 afterward only when the closure also consumes exact assignment-bound attribution through the same obtaining assignment, then state the A.15.PROD inception claim. A short attribution projection may omit only an assignment identifier unused by its receiving claim; every fact consumed by the A.13/A.15.1/F.6 basis remains recoverable. A Work-only account stops after A.13 and A.15.1. Work is not a responsibility bearer. If the available basis cannot support the specification, name the unresolved coordinate, scale, comparator, or evidence-rule position, use A.19.ECS to resolve it, and leave the completed-specification expectation open. Materialize that return as PatternUseBoundaryCondition@Context only when a named reliance needs an addressable boundary; do not emit a complete meta-record stack.