{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp06_four_proposal_generalization60_20260803","cell_id":"bounded_rivalry_governance__futurism_foresight","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_id":"brg-foresight-contestable-forecasting-infrastructure","proposal_index":2,"version":0,"title":"Contestable Long-Range Forecasting Infrastructure","problem":"A state pension fund designates one contractor's long-range demographic, economic, and climate assumptions as the official forecasting input to its asset-liability planning system. Although the contract is nominally renewable through competition, the incumbent accumulates the historical forecast vintages, transformation logic, data schema, integration knowledge, and evaluation feedback needed to operate the system. Challengers must reproduce that infrastructure before their forecasts can be compared, while switching threatens continuity. The incumbent can therefore retain the scarce official-provider role through control of the arena rather than superior foresight, and the fund may become dependent on one model family and one representation of uncertainty.","actors":["State pension fund governing board","Fund chief risk officer and strategic-foresight unit","Asset-liability modeling staff","Incumbent forecasting contractor","Qualified challenger forecasting providers","Independent procurement panel","Forecast audit and model-validation team","Independent bid-protest reviewer","Fund beneficiaries and participating public employers","Custodian of the shared forecasting data layer"],"observable_state":"The fund can observe whether historical forecast vintages, source metadata, transformations, uncertainty ranges, and interfaces are held in a fund-controlled repository; the time and cost required to onboard a challenger; qualified-bidder counts; common ownership and subcontracting relationships; bid patterns across rounds; reproducibility failures; scores on hidden historical vintages and prospective shadow runs; production outages; export completeness; protest records; contract concentration; and whether incumbent-specific formats or rights prevent substitution.","consequence":"A nominally competitive procurement can become symbolic. Forecast providers then compete partly by creating dependence, withholding portability, or tailoring evaluation infrastructure to their own methods. The fund loses credible exit options, alternative representations of the future receive less operational testing, switching becomes hazardous, and a prior winner gains influence over the rules used to judge later challengers.","affected_objective":"Maintain a reliable official forecasting service for long-range pension decisions while keeping the provider role contestable, preserving plural forecasting approaches, protecting continuity, and preventing a winner from owning the infrastructure required for future rivalry.","intervention":"Separate the forecasting arena into a noncontestable shared infrastructure layer and two contestable service lanes. The fund owns the canonical input data, forecast-vintage archive, metadata requirements, evaluation harness, export schema, and interfaces; providers may not make those facilities proprietary. Every two years, a published tender awards one production contract and one smaller funded shadow-challenger contract. Eligible providers must demonstrate security, reproducibility, methodological disclosure sufficient for audit, conflict disclosure, and ability to use the common interface. A rulebook fixed before bids defines allowed data, prohibited exclusivity and obstruction, bid requirements, scoring, tie-breaks, protests, transition duties, and disqualification conditions. Providers are scored on reproducibility, calibration on undisclosed historical cutoffs, explicit uncertainty treatment, coverage of decision-relevant drivers, performance in synthetic regime shifts, operational reliability, portability, and total service cost; no single accuracy statistic determines the outcome. The production incumbent and challenger then run prospectively in parallel without either controlling live investment decisions. At the next challenger window, the challenger can displace the incumbent only if it clears precommitted performance, reliability, and transition thresholds. Both lanes are recompeted, prior winners receive no rulemaking role, and the panel reviews whether ownership, exclusivity, interface control, or subcontracting has foreclosed future entry. Providers post a transition-and-data-remediation bond, released after verified export and handover. Common bid and ownership screens refer suspicious coordination for independent inquiry but do not establish guilt. The pension board retains responsibility for decisions and may use neither provider output as an automatic trading instruction.","structural_mapping":[{"archetype_element":"Explicit rivalry purpose","domain_realization":"Use recurring provider rivalry to test forecast quality, methodological alternatives, service reliability, and cost without allowing competition to disrupt pension operations."},{"archetype_element":"Scarce prize","domain_realization":"One production forecasting contract and one funded shadow-challenger contract for a fixed two-year term."},{"archetype_element":"Competitor eligibility boundary","domain_realization":"Providers qualify through common security, reproducibility, disclosure, conflict, interface, and operational-capacity requirements established without reference to a favored method or incumbent implementation."},{"archetype_element":"Contest arena boundary","domain_realization":"Forecast construction, documented proprietary methods, price competition, and evidence-based criticism are permitted; withholding required exports, sabotaging interfaces, exclusive control of shared inputs, deceptive backtests, judge lobbying, and coordinated bid suppression are prohibited."},{"archetype_element":"Performance metric and scoring basis","domain_realization":"A composite evaluation covers hidden-vintage calibration, uncertainty representation, decision-driver coverage, regime-shift robustness, reproducibility, reliability, portability, and cost, followed by a prospective shadow period."},{"archetype_element":"Fair process and due process","domain_realization":"Requirements and weights are published before bids, rulemakers are separated from evaluators, material judgments are documented, bidders receive debriefs, and an independent reviewer hears protests."},{"archetype_element":"Anti-sabotage and anti-collusion guardrail","domain_realization":"Interface obstruction and export withholding are enforceable fouls, while uniform screens examine bid rotation, abstention, common ownership, and reciprocal subcontracting across procurement rounds."},{"archetype_element":"Externality and spillover boundary","domain_realization":"A remediation bond, security requirements, parallel operation, transition testing, and board-retained decision authority protect beneficiaries and operations from provider failure or strategic switching costs."},{"archetype_element":"Escalation and arms-race damper","domain_realization":"The fund supplies the common data, evaluation harness, interface, and standardized submission environment, limiting duplicative spending on proprietary integration as a prerequisite for entry."},{"archetype_element":"Winner power and lock-in review","domain_realization":"The fund owns essential forecasting infrastructure, contracts expire, challengers receive funded access, and a competition review examines foreclosure through formats, rights, ownership, or exclusivity."},{"archetype_element":"Learning and recalibration","domain_realization":"Each cycle compares backtest scores, shadow performance, outages, switching burdens, protests, concentration, and decision usefulness before revising or retiring the arena."}],"mechanism_mapping":[{"mechanism_slug":"tender_or_rfp_process","role":"Publishes the service requirement, eligibility rules, evaluation criteria, transition obligations, and protest process before providers submit sealed bids.","counterfactual_removal":"Without the tender structure, provider selection could revert to discretionary renewal, and challengers could not determine or contest the basis of exclusion."},{"mechanism_slug":"contest_rulebook","role":"Binds providers and judges to fixed interface, evidence, scoring, foul, tie-break, disclosure, and appeal rules throughout each competition cycle.","counterfactual_removal":"The fund or incumbent could change evaluation terms after seeing submissions, making apparent competition dependent on discretionary rule adjustment."},{"mechanism_slug":"challenger_access_window","role":"Funds a recurring shadow lane and establishes a fixed opportunity for a qualified challenger to displace the production incumbent after parallel evaluation.","counterfactual_removal":"Contract expiration alone would not create credible entry because an unfunded challenger would have to bear integration and comparison costs without assured access."},{"mechanism_slug":"multiple_award_or_portfolio_selection","role":"Splits the service opportunity between production and shadow providers so the fund maintains continuity while operationally testing an alternative method.","counterfactual_removal":"A single award would force a choice between preserving the incumbent and accepting abrupt switching risk, reinforcing winner-take-all dependence."},{"mechanism_slug":"ranked_leaderboard_with_audit","role":"Applies a common composite score, audits reproducibility and source lineage among leading bids, and uses undisclosed cutoff periods and perturbations before confirming standings.","counterfactual_removal":"Providers could win through selective backtests, unverifiable transformations, or overfitting to visible evaluation periods."},{"mechanism_slug":"antitrust_or_competition_review","role":"Examines whether a winner has foreclosed entry through proprietary interfaces, exclusive data rights, bundled services, common ownership, or control of evaluation infrastructure, and can require access or separation of the shared layer.","counterfactual_removal":"A provider could win legitimately once and then turn complementary infrastructure into durable power over all later contests."},{"mechanism_slug":"externality_bond_or_liability_rule","role":"Requires each selected provider to secure data export, transition assistance, security remediation, and restoration of the common repository before its bond is released.","counterfactual_removal":"A provider could impose switching, recovery, or incomplete-data costs on the fund after contract exit while lacking an effective incentive or resources to remediate them."},{"mechanism_slug":"anti_collusion_monitoring","role":"Uses consistent cross-round screens for bid rotation, coordinated abstention, stable lane allocation, shared ownership, and reciprocal subcontracting, referring anomalies to an independent investigation.","counterfactual_removal":"Two nominally separate providers could quietly divide production and shadow roles or suppress price and methodological rivalry while appearing compliant in each isolated tender."},{"mechanism_slug":"post_contest_impact_review","role":"Compares promised portability, reliability, forecast behavior, decision usefulness, concentration, and operational burdens with realized results and feeds findings into the next procurement design.","counterfactual_removal":"The fund could repeat metrics or contract terms that rewarded strong bids but produced poor contestability, fragile service, or unusable forecast differences."}],"causal_chain":["The official-provider designation creates a scarce prize, while integration assets and forecast history initially give the incumbent a strategic advantage beyond forecast contribution.","Moving canonical data, vintages, interfaces, and the evaluation harness into a fund-controlled noncontestable layer removes ownership of essential infrastructure as a permissible winning strategy.","A preannounced tender and eligibility boundary admit providers capable of safe operation while fixed rules, protests, and separated roles constrain favoritism.","Hidden-vintage tests, reproducibility audits, and prospective shadow operation make verifiable forecast behavior and service reliability more important than polished claims or incumbent-specific compatibility.","The funded shadow lane preserves continuity while giving a challenger enough operational access to establish whether displacement is supportable.","Transition bonds, foul rules, and anti-collusion referrals make obstruction, cost dumping, and false rivalry less attractive routes to retaining or dividing the contracts.","Scheduled recompetes and competition review prevent a production victory from automatically conferring control over later entry or evaluation.","Post-cycle evidence about forecasts, switching, harms, concentration, and decision use recalibrates or retires the contest when its winning strategy diverges from the fund's purpose."],"baseline":"The fund purchases one integrated forecast platform and renews or replaces it through a conventional periodic procurement. The incumbent hosts forecast history and transformation logic in its own environment, evaluation is built around the incumbent schema, challengers must price migration into their bids, and replacement requires a single high-risk cutover. Backtests are supplied largely by bidders, no funded challenger operates in parallel, portability is tested late, and the incumbent's prior integration work influences subsequent requirements.","nearest_rivals":["Building an entirely in-house forecasting unit removes vendor dependence but substitutes administrative control for governed provider rivalry and may not create recurring external methodological challenge.","Purchasing several independent forecast reports diversifies opinions but does not create a common operational interface, comparable evaluation, displacement path, or responsibility for production continuity.","Using a prediction market aggregates distributed beliefs around resolvable questions but does not govern competition for the institutional forecasting-service role or solve data, integration, security, and exit dependence.","Rotating the production contract among qualified vendors preserves access but can force replacement regardless of comparative performance and repeatedly expose the fund to transition risk.","Requiring only open data formats improves portability but leaves the scarce provider prize, evaluation process, challenger financing, collusion risk, and winner influence over future requirements ungoverned."],"remaining_contrastive_claim":"The proposal is specifically a governance design for rivalry over a long-lived forecasting-service role: it places essential infrastructure outside the contest, maintains simultaneous production and challenger lanes, and makes displacement depend on audited parallel evidence under recurring access windows. Its contrast does not rest on any single procurement, interoperability, diversification, or forecasting technique.","authority_safety":{"decision_authority":"The pension fund governing board retains authority over procurement, production-provider designation, model-risk acceptance, and all pension or investment decisions. The evaluation panel may score providers and recommend awards but cannot execute trades, alter actuarial assumptions, waive eligibility requirements, establish misconduct, or compel structural remedies without the authorized review process.","authorized_first_step":"Create a read-only offline evaluation harness using fund-controlled copies of historical or synthetic forecast vintages and test whether two independently prepared provider packages can be ingested, reproduced, scored, exported, and compared under a draft rulebook without changing the current contract or any live planning assumption.","excluded_actions":["Replacing or penalizing the incumbent during the offline test","Using pilot forecasts to direct trades, contribution rates, benefit policy, or actuarial certification","Transferring confidential beneficiary or employer data to unapproved providers","Publishing provider identities or preliminary rankings","Treating an anti-collusion screen as a finding of misconduct","Requiring disclosure of proprietary method details beyond what reproducibility, audit, security, and legal review justify","Waiving interface, bond, conflict, security, or export requirements for a favored provider","Making an abrupt production cutover without parallel validation and an authorized transition plan"],"halt_rollback":"Stop the test if confidential data leave the approved environment, the common interface cannot prevent provider-specific code from controlling the archive, evaluator conflicts remain unresolved, scoring requires material changes after identities or results are known, or reproduction could compromise system security. Void rankings, preserve the current production arrangement, revoke pilot credentials, return or quarantine provider materials under the test agreement, document the failure, and require board authorization before redesign or renewed testing."},"negative_tests":{"strongest_counterevidence":"The strongest counterevidence would be verified documentation that the fund already owns complete forecast vintages and interfaces, can onboard a qualified alternative without incumbent assistance, receives multiple independent bids under stable contestable criteria, tests providers prospectively in parallel, enforces export and transition duties, and observes no provider control over future entry or evaluation. That would leave little structural lock-in for this intervention to address.","problem_falsifier":"The problem is falsified if the official forecasting role is not scarce or rivalrous, switching and parallel operation are already routine, providers cannot strategically affect one another's access, and independent replication shows that incumbent-held infrastructure creates no consequential difference in challenger cost, eligibility, evaluation, or continuity risk.","intervention_falsifier":"The intervention is undermined if the shared layer cannot represent materially different forecasting methods without favoring one; hidden evaluations cannot be reproduced or interpreted; the shadow lane provides no decision-relevant comparison before forecasts become stale; the funded challenger and incumbent remain operationally inseparable; remediation bonds exclude capable entrants without securing meaningful harms; or the dual-lane arrangement increases concentration through recurring coordinated awards.","risks":["The common interface may encode incumbent assumptions and turn standardization into a subtler entry barrier.","Historical scoring may favor methods fitted to past regimes and penalize useful representations of structural change.","A funded shadow lane may become ceremonial if displacement thresholds are unreachable or evaluators discount challenger outputs.","Operating two providers may increase cost and create contradictory assumptions that decision-makers cannot reconcile.","Providers may coordinate bids, divide lanes, share ownership, or subcontract to each other while preserving the appearance of rivalry.","A transition bond may disadvantage smaller challengers or be priced into bids without adequately covering harm.","Method-disclosure requirements may expose legitimate intellectual property or encourage superficial compliance.","The production incumbent may infer hidden evaluation periods from repeated contests and gradually overfit the harness.","Fund ownership of data infrastructure may create internal maintenance and security obligations it cannot sustain.","Decision-makers may mistake comparative scoring for certainty about long-range futures.","Repeated provider replacement may disrupt longitudinal comparability even when formal portability succeeds.","Competition review may be applied selectively or treat provider size as sufficient evidence of foreclosure." ]},"next_evidence_step":"Run one preregistered offline portability-and-comparison exercise with two independently packaged forecast systems using only historical cutoffs and synthetic decision cases. Measure ingestion failures, provider-specific dependencies, evaluator agreement, reproducibility, sensitivity to hidden regime perturbations, export completeness, onboarding effort, security findings, score changes after audit, and whether the proposed displacement rule yields an interpretable result. Do not award a live contract or infer operational benefit; use the exercise only to decide whether a bounded prospective shadow pilot is feasible.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"Proposal 1 governed competition among scenario teams for three preparedness-rehearsal slots, addressing pitch gaming, redundant scenario selection, preparation escalation, and agenda influence through masked submissions and portfolio choice. This proposal instead addresses infrastructural lock-in around a continuing official forecasting-service contract. Its intervention removes data and interfaces from the competitive arena, funds simultaneous production and challenger lanes, and uses recurring displacement windows, transition security, and competition review. Its causal path runs from incumbent control of complementary infrastructure to foreclosed entry, then from a protected common layer and operational challenger access to credible substitution. It is independently adoptable by an organization that procures long-range forecast infrastructure even if it never conducts the scenario-rehearsal contest in proposal 1.","revision_record":{"parent_version":null,"progress_targets_addressed":["Second independently adoptable proposal","Materially different foresight problem from proposal 1","Distinct intervention and causal path","Complete rivalry arena and mechanism mapping","Bounded authority and first evidence","Explicit comparison with every earlier sealed proposal"],"conceptual_changes":["Initial version focused on contestability of long-range forecasting infrastructure rather than selection of scenarios for exercises"],"operational_changes":["Introduces a fund-owned noncontestable data layer, paired production and shadow contracts, recurring displacement thresholds, portability testing, and transition bonds"],"evidence_changes":["Prior art remains unsearched; first evidence is limited to an offline portability-and-comparison exercise"],"claim_changes":["Makes no claim of novelty, prevalence, demand, or effect size"]}}