{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__military_strategic_studies","trajectory_id":"R","attempt_index":0,"archetype_slug":"deadweight_loss_reduction","domain_slug":"military_strategic_studies","decision":"CANDIDATE","problem_id":"stale_nontransferable_joint_isr_capacity_allocations","causal_lever_id":"bounded_priority_reallocation_of_isr_capacity","proposal":{"problem":"Joint ISR capacity assigned through fixed, nontransferable unit or mission-category allocations can remain locked after operational priorities change, leaving collection windows unused or committed to lower-priority requirements while validated higher-priority requirements go unfilled. The independently recognizable problem is stale allocation, not merely slow administration or insufficient total capacity.","actors_substrate":["joint force commander and collection-management authority","component commands and requesting units","ISR platform, processing, exploitation, and dissemination organizations","operators, analysts, legal and security reviewers","forces and civilians exposed to decisions informed by collection"],"observable_state":"Within comparable planning periods, validated high-priority requirements remain unfilled while assigned collection capacity is canceled, unused, or retained for lower-priority requirements; relevant measures include unused-window rate, priority-weighted fulfillment, reassignment latency, processing backlog, and safety or legal exceptions.","consequence":"Time-sensitive intelligence needs may expire unmet, lower-value collection may consume constrained capacity, and units may hoard allocations because releasing them risks losing future access. Apparent spare capacity can coexist with unmet demand.","affected_objective":"Improve priority-weighted mission support from fixed short-run ISR capacity without weakening legality, classification controls, deconfliction, platform safety, commander intent, or justified contingency reserves.","structural_mapping":[{"archetype_element":"value-blocking wedge","domain_realization":"INFERENCE: fixed, nontransferable allocations and case-by-case escalation prevent capacity from following changed validated priorities." ,"claim_kind":"INFERENCE"},{"archetype_element":"blocked beneficial activity","domain_realization":"HYPOTHESIS: feasible collection for higher-priority requirements is foregone despite compatible capacity becoming available.","claim_kind":"HYPOTHESIS"},{"archetype_element":"protected purpose","domain_realization":"Allocation controls preserve command accountability, security, legal authorization, deconfliction, safety, continuity, and contingency readiness.","claim_kind":"INFERENCE"},{"archetype_element":"redesign","domain_realization":"Permit controlled release and reassignment inside commander-approved priority bands, with reservation floors, recall rights, compatibility gates, and auditable decisions.","claim_kind":"HYPOTHESIS"},{"archetype_element":"incidence","domain_realization":"Gains and risks fall differently on releasing units, receiving units, operators, analysts, commanders, and exposed populations.","claim_kind":"INFERENCE"},{"archetype_element":"bounded learning","domain_realization":"Test counterfactual reallocations in a synthetic or historical shadow exercise before changing live tasking.","claim_kind":"HYPOTHESIS"}],"component_map":[{"component":"Distortion Map","status":"direct","domain_realization":"Trace fixed assignments, release restrictions, escalation paths, unused windows, and blocked compatible requirements."},{"component":"Protected Constraint Safeguard","status":"adapted","domain_realization":"Hard-gate reassignment on legal authority, classification, collection policy, deconfliction, platform safety, commander intent, processing capacity, and contingency reserves."},{"component":"Surplus Estimate","status":"adapted","domain_realization":"Estimate additional priority-weighted requirements fulfilled and time-sensitive opportunities preserved; do not monetize mission value."},{"component":"Affected-Party Incidence Map","status":"direct","domain_realization":"Record benefits, lost discretion, workload, exposure, and transition burdens for each actor group."},{"component":"Redesign Lever","status":"adapted","domain_realization":"Create transferable capacity within approved bands using release deadlines, a priority queue, compatibility checks, reservation floors, and recall rights."},{"component":"Distributional Review","status":"adapted","domain_realization":"Check whether small or supporting units systematically lose access, workload shifts to operators or analysts, or risk is displaced onto civilians or partners."},{"component":"Behavioral Response Model","status":"direct","domain_realization":"Model hoarding, inflated priority claims, premature requests, strategic nonrelease, demand rebound, and processing congestion."},{"component":"Implementation Boundary","status":"direct","domain_realization":"Limit testing to one exercise, selected asset class, approved participants, and non-live shadow decisions."},{"component":"Monitoring and Rebound Check","status":"direct","domain_realization":"Track fulfillment, utilization, latency, overrides, priority inflation, processing backlog, safety events, and distribution by unit."},{"component":"Rollback or Adjustment Rule","status":"direct","domain_realization":"Shadow authority expires automatically; suspend a rule variant if any protected constraint is breached and restore the standing allocation procedure."},{"component":"Cost–Benefit Assessment Frame","status":"adapted","domain_realization":"Compare mission-support gains with added workload, instability, readiness loss, security exposure, and transition cost."},{"component":"Price-Wedge Diagnostic","status":"adapted","domain_realization":"Confirm that the binding wedge is a quota or assignment rule rather than monetary pricing; reject cash pricing of operational priority."},{"component":"Friction Source Breakdown","status":"direct","domain_realization":"Separate stale assignment, incompatibility, justified reserve, approval latency, information gaps, and true platform or processing scarcity."},{"component":"Compensating Adjustment Plan","status":"adapted","domain_realization":"Give releasing units a minimum reservation, recall option, and credit in later allocation cycles so cooperation does not destroy their readiness protection."},{"component":"Legitimacy and Authority Review","status":"direct","domain_realization":"Verify that the commander or delegated collection authority may reassign capacity and that statutory, coalition, and collection restrictions remain controlling."},{"component":"Sensitivity Analysis","status":"direct","domain_realization":"Vary priority weights, cancellation forecasts, reserve floors, processing capacity, compatibility assumptions, and adversary-driven uncertainty."},{"component":"Pilot or Sunset Path","status":"direct","domain_realization":"Run a shadow exercise with automatic expiry and require affirmative evidence before any limited operational pilot."}],"mechanism_dispositions":[{"slug":"congestion_or_capacity_pricing_adjustment","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Monetary willingness to pay is not a legitimate proxy for military priority; load-aware queuing may inform scheduling but is not pricing.","counterfactual_removal":"Removal does not change the proposed quota-reallocation chain."},{"slug":"cost_benefit_assessment_protocol","disposition":"selected_supporting","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Use multidimensional mission value, readiness, workload, safety, and incidence rather than monetary welfare alone.","counterfactual_removal":"The lever remains possible, but the pilot lacks a disciplined net-effect and sensitivity decision rule."},{"slug":"distortion_reduction_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Distinguishes stale allocation loss from justified reserves, incompatibility, security controls, and true scarcity.","counterfactual_removal":"Without it, unused capacity could be misclassified as waste and protective constraints removed."},{"slug":"impact_assessment_table","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Rows cover units, operators, analysts, partners, commanders, and exposed populations with uncertainty explicit.","counterfactual_removal":"Aggregate gains could conceal concentrated readiness, workload, access, or civilian-risk harms."},{"slug":"matching_improvement_program","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Compatibility matching may occur after release, but the hypothesized binding cause is nontransferable allocation, not inability to discover pairings.","counterfactual_removal":"The allocation lever and causal prediction remain intact."},{"slug":"permit_or_approval_streamlining","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Approval latency is measured as an alternative cause, but substantive command and legal review is not presumed procedural waste.","counterfactual_removal":"The proposal still tests whether the assignment rule, rather than approval processing, is binding."},{"slug":"price_control_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"No administered monetary price is identified, and introducing one would conflict with command priority and legitimacy.","counterfactual_removal":"No effect."},{"slug":"quota_or_allocation_rule_review","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Adapt the quota review to distinguish total ISR limits from stale rules distributing capacity inside those limits.","counterfactual_removal":"No mechanism remains that directly changes the hypothesized allocation wedge."},{"slug":"regulatory_simplification_pilot","disposition":"selected_load_bearing","contribution_type":"TEST_DESIGN","adaptation_or_rejection":"Adapt to a walled-off shadow exercise with protected-purpose metrics and automatic expiry.","counterfactual_removal":"Given operational and security uncertainty, a live or permanent change would lack a viable safe first step."},{"slug":"sunset_clause_review","disposition":"selected_supporting","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Apply expiry to the experimental transfer rule, not automatically to standing military controls.","counterfactual_removal":"The test could persist through inertia without affirmative authorization or evidence."},{"slug":"tariff_fee_or_toll_redesign","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"The allocation is not imposed through a tariff, fee, or toll.","counterfactual_removal":"No effect."}],"causal_chain":["Fixed nontransferable assignments persist after validated priorities change.","Compatible released or unused capacity cannot reach higher-priority requirements without exceptional escalation.","A controlled release-and-reassignment rule moves only eligible capacity within commander-approved priority and safety gates.","Reservation floors, recall rights, audits, and expiry reduce hoarding and protect readiness and authority.","If the wedge is causal, priority-weighted fulfillment rises and unused capacity falls without deterioration in protected metrics."],"baseline":"A central collection process assigns fixed capacity by planning cycle; units retain allocations unless they voluntarily release them or an authority approves an exception, and unused windows expire.","nearest_rival":"Retain fixed allocations but add a prioritized waitlist and faster manual exception process. This addresses approval latency while preserving nontransferability, so comparison isolates allocation-rule effects.","authority_safety":{"affected_parties":["requesting and releasing units","joint and component commanders","ISR operators and analysts","legal, security, and collection-oversight personnel","coalition partners","forces and civilians affected by intelligence-supported action"],"decision_authority":"The joint force commander or formally delegated collection-management authority, subject to legal, security, platform-safety, coalition, and oversight authorities.","authorized_first_step":"Run one time-bounded shadow reallocation using synthetic or appropriately authorized historical data for one exercise and asset class; compare baseline, manual-exception rival, and controlled-transfer rules without altering live collection.","excluded_actions":["changing live ISR tasking during the first test","overriding legal, classification, collection-policy, platform-safety, deconfliction, or coalition restrictions","treating contingency reserve as idle waste without commander validation","using monetary bids to determine mission priority","expanding beyond the named exercise, asset class, or participants"],"halt_rollback":"Stop the test variant on any unauthorized disclosure, safety or legal breach, infeasible deconfliction, material readiness loss, systematic priority gaming, or protected-group access failure; discard the variant and retain the standing process."}},"negative_tests":{"strongest_counterevidence":"Unused-looking windows may be necessary contingency reserve or unusable because of geometry, access, weather, adversary action, classification, operator limits, or downstream processing scarcity; higher-priority requests may also be infeasible rather than blocked.","analogy_break":"Unlike ordinary markets, military mission value is contested, classified, adversary-dependent, and assigned through lawful command authority; transferability and aggregate utilization cannot substitute for accountability, strategic reserve, or risk ownership.","failure_condition":"The proposal fails if transferable capacity cannot be defined without weakening command accountability or protected constraints, or if observed apparent slack is predominantly reserve, incompatibility, or true scarcity.","problem_falsifier":"After coding cancellations, reserve status, compatibility, legal limits, and processing capacity, high-priority feasible requirements do not coexist materially with locked lower-priority or unused allocations, or allocation status does not predict nonfulfillment.","intervention_falsifier":"In the shadow comparison, controlled transfer does not improve priority-weighted fulfillment or reduce usable idle capacity relative to both baseline and manual exceptions, or it increases protected-metric violations, instability, gaming, workload, or inequitable access beyond preset bounds.","risks":["priority inflation and strategic hoarding","erosion of contingency readiness","processing or analyst congestion after collection increases","classification or coalition-access leakage","local optimization against theater strategy","greater workload and decision volatility","systematic displacement of less powerful units","false confidence from an unrepresentative exercise"]},"null_rationale":null,"classification":{"candidate_kind":"MECHANISM_ADAPTATION","prior_art_status":"UNSEARCHED","evidence_maturity":"HYPOTHESIS"},"revision_change_log":{"revision_kind":"ORIGINAL","prior_problem_id":null,"prior_causal_lever_id":null,"problem_changed":false,"causal_lever_changed":false,"conceptual_changes":[],"operational_changes":[],"repairs_addressed":[]},"confidence":0.82,"generator_notes":"Closed-book structural inference from the supplied packet. The candidate depends on empirically distinguishing stale allocation from justified reserve, incompatibility, approval friction, and true scarcity."}