Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.32.MLAO:6 - Residual And Trade-Off Failure Modes

Failure modeC.32.MLAO repair action
Local improvement shifts the residual elsewhereRecord the scope and selected structure that improved, the scope and selected structure that worsened, and the new burden created.
Universal optimizer is assumedTreat optimization as bounded residual reduction over declared holon-level refs or declared scope refs, with comparison inputs, pattern for the next question, and stop condition.
Proxy result substitutes for comparison or choice claimWhen a score, vector, graph partition, front, DSM, or C.29 lens output is used to prefer a candidate, name the selected structures, preserved structure, lost structure, architecture characteristic, and pattern for the next question.
Level or scale word is not typedRecover level, layer, tier, scope, and scale wording through E.10.ARCH, C.30.STRAT, and C.16.P as applicable; recover BOSC, MHT, MET, MFT, and emergence-family wording through E.10 and B.2.P before declaring holon-level refs, scope refs, scale windows, B.2 whole reidentification, or C.32.MLAO residual claims.
Software-source overfitTreat software examples as domain lineage; admit other holons only after selected structures and affected scopes are recoverable.
Lossless repair is assumedInspect possible new burdens in the affected scopes. Name any expected burden or loss; if none is identified, state the inspected structures, criteria, and evolution window without claiming universal losslessness.
Front member is treated as durable optimumA front member has archive or front membership under an evolution window; membership does not establish a durable architecture optimum.
Stepping stone is erased too earlyKeep retained stepping stones visible through C.18 or C.19 when they preserve future residual-reduction reach.
Architecture-influence residual is hiddenA residual between one typed influence-side architecture source and transformed-side architecture content must open C.32.CONWAY; keep the changed referent and any actual transformation separate, and prepare influence-source-side, transformed-side, joint, and bounded-mismatch candidates as comparison inputs or downstream candidate alternatives.
Ideality is used as optimumTreat ideality as direction for candidate generation, not as an adequacy claim that a bearer may be removed.
Universal bearer is admitted without scale windowA general bearer still needs declared criteria rows, scale window, safety and admissibility boundaries, and an eval result when the claim depends on a reading.
Functional graph has no feasible bearerA functional architecture that lacks feasible bearers is an unfit candidate, not an optimized architecture.