{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp09_archetype_breadth150_20260804","cell_id":"feedback_loop_redirection__accounting_auditing","arm":"BREADTH_PROBE_ONE_SHOT","candidate_id":"feedback_loop_redirection__accounting_auditing__P1","proposal_index":1,"version":0,"title":"Recurrence-Weighted Audit Remediation Feedback","problem":"An internal-audit function evaluates engagements and business units chiefly through findings issued and findings closed. Auditors can therefore receive favorable performance signals for producing many discrete findings, while control owners receive favorable signals for closing them quickly with documentary fixes. Recurring control failures are reopened as new findings, generating more countable audit activity without making durable remediation the behavior reinforced by the system.","actors":["Internal auditors","Chief audit executive","Audit committee","Business-unit control owners","Risk and compliance staff","Employees and customers exposed to control failures"],"observable_state":"Audit dashboards show high finding issuance and on-time closure while the same control failure, causal theme, or affected process reappears in later testing; closure evidence emphasizes completed tasks rather than demonstrated control operation across subsequent periods.","consequence":"Auditor and control-owner effort is directed toward generating and closing auditable items rather than diagnosing root causes and sustaining effective controls, allowing recurrent exposure to remain obscured by apparently favorable activity metrics.","affected_objective":"Durable reduction of material control risk while preserving complete reporting, auditor independence, and an auditable record of unresolved issues.","intervention":"Run a transparent shadow performance-metric revision that groups findings by control objective and causal theme, marks recurrence after closure, and changes the response rule used in internal review: finding count carries no favorable weight; initial closure remains visible but earns only provisional remediation credit; durable credit is assigned only after independent follow-up observes the control operating across a predefined period. Recurrence reverses the provisional credit and triggers root-cause review rather than being counted as fresh positive audit output. Keep every original finding and due date in the audit trail, publish the grouping and scoring rules, monitor disagreement and gaming indicators, and permit retuning or rollback before any operational adoption.","structural_mapping":[{"archetype_element":"Existing feedback loop","domain_realization":"Finding and closure dashboard results influence auditor evaluation, management attention, remediation choices, and the next cycle of auditable findings."},{"archetype_element":"Undesirable reinforcement path","domain_realization":"More discrete findings produce visible audit output; rapid documentary closures improve unit metrics; recurring failures then create additional findings and closures."},{"archetype_element":"Signal modification","domain_realization":"Replace favorable finding-volume signals with recurrence-linked evidence about whether the underlying control objective remains effective after closure."},{"archetype_element":"Response-rule change","domain_realization":"Treat closure as provisional and route recurrence to root-cause review instead of rewarding it as new productive volume."},{"archetype_element":"Target redefinition","domain_realization":"Retarget internal performance feedback from completed audit transactions to sustained control-risk remediation, subject to reporting-completeness invariants."},{"archetype_element":"Monitoring and adjustment","domain_realization":"Track recurrence, reclassification disputes, omitted findings, premature closure, reporting completeness, and score instability under an auditable rule that can be retuned or withdrawn."}],"mechanism_mapping":[{"mechanism_slug":"performance_metric_revision","role":"Changes the salient audit-performance signal from finding and closure volume to independently validated, recurrence-weighted remediation durability.","counterfactual_removal":"Without metric revision, the same counts continue to confer favorable feedback even when control failures recur."},{"mechanism_slug":"response_rule_change","role":"Makes initial closure provisional and directs repeated causal themes to root-cause review and credit reversal.","counterfactual_removal":"Without the response-rule change, recurrence can be recorded but still generates the same closure-and-reopen cycle."},{"mechanism_slug":"monitoring","role":"Tests signal validity and detects finding suppression, relabeling, premature closure, oscillation, and unintended weakening of audit coverage.","counterfactual_removal":"Without monitoring, the redirected loop could be gamed or create a more harmful underreporting loop without detection."}],"causal_chain":["Finding count and closure timeliness currently drive favorable evaluation and management attention.","Auditors have reason to atomize issues, while control owners have reason to produce quickly verifiable closure artifacts.","Underlying control weaknesses can therefore recur and re-enter the system as additional findings.","The intervention links later recurrence to the earlier closure and changes the signal from transaction completion to sustained control operation.","Because closure credit remains provisional, a documentary fix alone no longer completes the favorable feedback cycle.","Independent follow-up either confirms durable operation or reverses credit and triggers root-cause review.","Monitoring of completeness, disputes, and gaming determines whether the redirected loop remains reality-connected and safe to adjust."],"baseline":"Continue dashboards and reviews centered on findings issued, severity distribution, overdue items, and on-time closure, with recurrence analyzed separately but not allowed to alter the earlier closure signal or its response.","nearest_rivals":["Root-cause-analysis training: improves diagnostic capability but does not change the recurring metric-and-response loop that rewards quick closures.","A recurrence dashboard: adds observability but remains passive monitoring if recurrence does not reverse closure credit or change review action.","Stricter closure documentation: strengthens evidence at one decision point but may intensify document production without testing durability over time.","Lower finding quotas or reduced metric weight: dampens the existing signal but does not retarget feedback toward sustained control effectiveness."],"remaining_contrastive_claim":"The candidate is specifically a feedback-loop redirection because it uses later control performance to revise the meaning and consequence of an earlier closure; its distinguishing feature is not additional measurement, training, or stricter closure review, but an auditable change in the ongoing signal-response relation that shapes subsequent audit and remediation behavior.","authority_safety":{"decision_authority":"The chief audit executive may authorize a shadow-scoring pilot; only the audit committee or the organization's designated audit-governance body may approve use in formal performance or oversight decisions.","authorized_first_step":"Apply the proposed grouping and recurrence rules retrospectively to a bounded sample of completed engagements, without changing findings, ratings, compensation, deadlines, audit opinions, or personnel decisions.","excluded_actions":["Suppressing, merging, downgrading, or delaying reportable findings to improve a score","Changing external-audit judgments or statutory reporting","Using shadow scores for compensation, discipline, promotion, or vendor sanctions","Declaring a control effective without independent evidence","Collecting new personal data or covertly evaluating individual auditors","Overriding professional standards, legal duties, or audit-committee mandates"],"halt_rollback":"Stop the pilot and discard the proposed scoring rule if it reduces finding completeness, cannot classify recurrence reproducibly, obscures material issues, produces unstable rankings under reasonable parameter changes, or creates pressure to avoid difficult audits. Preserve original records and revert to the unchanged baseline dashboard."},"negative_tests":{"strongest_counterevidence":"Repeated failures are primarily caused by unmodifiable resource constraints, system architecture, or externally imposed deadlines, while finding and closure metrics do not materially influence auditor or control-owner behavior.","problem_falsifier":"Interviews and record traces show no recurring path from dashboard signals to evaluation, remediation choices, and renewed findings, or show that apparently repeated issues are independent failures rather than recurrence of the same control weakness.","intervention_falsifier":"In blinded retrospective review, recurrence grouping is not reproducible across reviewers, fails to distinguish durable from cosmetic remediation, or would have rewarded omission, relabeling, or delayed recognition of material findings.","risks":["Auditors or control owners relabel recurring issues to avoid credit reversal","Emphasis on recurrence understates severe first-time failures","Long validation windows delay recognition of legitimate remediation","Grouping distinct findings hides important scope or accountability differences","Provisional credit creates oscillation or excessive conservatism in closure decisions","The revised metric becomes a new target detached from actual control effectiveness","Disputed scoring weakens trust in audit independence","Added follow-up work displaces coverage of emerging risks","Managers pressure auditors to suppress findings that would worsen recurrence measures"]},"next_evidence_step":"For one consenting internal-audit function, select no more than 20 closed findings from two completed engagements plus their available follow-up records. Two reviewers independently map each finding to a control objective and causal theme, apply a preregistered provisional-credit and recurrence rule, and compare agreement, score sensitivity, and documented decision differences against the existing dashboard. Do not operationalize the score; stop if material findings become less visible or reviewer agreement is inadequate for an auditable rule.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"Not assessed: runtime isolation prohibited inspection of other proposals, and this candidate was generated solely from the supplied archetype and domain card.","revision_record":{"parent_version":null,"progress_targets_addressed":["One-shot breadth probe completed from the supplied record"],"conceptual_changes":[],"operational_changes":[],"evidence_changes":[],"claim_changes":[]}}