{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"negative_space_design__aviation_aeronautics","archetype_slug":"negative_space_design","domain_slug":"aviation_aeronautics","title":"Protected, Recoverable Visual Buffers for Air-Traffic Conflict Displays","opportunity_summary":"Evaluate whether bounded, visibly signaled, immediately reversible suppression or spacing of low-priority display elements exposes conflict geometry and reduces controller search and display-management burden without hiding secondary traffic or disrupting spatial memory. The problem, effectiveness, prevalence, and distinctiveness remain hypotheses.","adopter_authorizer":"An air navigation service provider's authorized operational, safety, human-factors, display-system, and certification authorities, with controller participation and controllers retaining separation authority.","scores":{"meaningful_impact":{"score":4,"rationale":"If display crowding delays recognition of emerging separation conflicts as hypothesized, improving recognition while preserving critical context could materially support safety and controller attention. The frequency and magnitude of the problem are unsupported."},"stakeholder_pull":{"score":2,"rationale":"Controllers and air navigation service provider teams are identifiable beneficiaries, but the packet contains no controller demand, procurement interest, observed adoption inquiry, or evidence that existing manual practices are inadequate."},"incremental_advantage":{"score":3,"rationale":"Protected empty space offers a clear incremental mechanism relative to ordinary manual decluttering and the salience-only rival, with measurable outcomes. Its benefit may be offset by reveal burden, lost peripheral cues, or layout motion."},"distinctiveness_plausibility":{"score":2,"rationale":"The composition of priority mapping, protected spacing, explicit signaling, and recoverable local suppression is coherent, but prior art is explicitly unsearched and no distinctiveness claim is supported."},"technical_implementability":{"score":3,"rationale":"A nonoperational display prototype and simulator comparison appear technically bounded, but maintaining buffers under realistic density while preserving critical cues, stability, and immediate reveal presents substantial unresolved engineering constraints."},"adoption_authority_feasibility":{"score":3,"rationale":"The relevant air navigation service provider authorities and controller role are explicitly identified. Operational adoption would nevertheless require safety, human-factors, integration, and certification review beyond simulator evidence."},"evidence_readiness":{"score":4,"rationale":"The packet specifies a safe simulator setting, baseline and rival comparisons, relevant performance and safety measures, falsifiers, exclusions, and rollback triggers. Quantitative margins, activation rules, and scenario strata still require prespecification."},"safety_net_benefit":{"score":3,"rationale":"The proposal could improve conflict recognition and includes critical-information exemptions, reversibility, signaling, and halt conditions. Net safety benefit is uncertain because suppression could remove anticipatory cues or create false impressions of absent traffic or failed data."},"scalability":{"score":2,"rationale":"Performance may vary materially across traffic densities, unusual geometries, facilities, controller practices, and display platforms. Each operational context could require integration, validation, training, and authorization."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Design, prototype, preregister, and conduct a bounded nonoperational within-participant simulator study comparing the ordinary baseline, salience-only rival, and protected-buffer prototype.","confidence":"LOW","assumptions":["An existing research simulator and synthetic or recorded scenarios are accessible through a partner.","Costs include prototype engineering, controller participation, human-factors design, analysis, safety review, and coordination.","No live traffic, operational certification, or production-system integration is included."]},"initial_deployment_startup":{"band_2026_usd":"1M_TO_5M","scope":"Develop an operational-grade implementation for one display-system environment, including requirements, integration, verification, human-factors validation, safety-case development, training preparation, and certification support before launch.","confidence":"LOW","assumptions":["The feature can be integrated into an existing surveillance-display platform without replacing core infrastructure.","Critical symbols and status cues remain technically exempt from suppression.","Several scenario strata and controller cohorts require validation."]},"operational_launch":{"band_2026_usd":"5M_TO_25M","scope":"Authorize and launch a limited operational capability across one air navigation service provider's selected facilities, including deployment engineering, facility testing, training, monitoring, contingency procedures, and rollout coordination.","confidence":"LOW","assumptions":["Launch spans multiple controller positions or facilities rather than a single laboratory workstation.","Existing display hardware remains usable.","The estimate excludes wholesale surveillance-platform replacement and broader international deployment."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Maintain the feature for a limited operational footprint through software support, scenario regression testing, safety monitoring, controller refresher materials, configuration control, and periodic human-factors review.","confidence":"LOW","assumptions":["The underlying display platform is maintained separately.","No major redesign or recertification is required annually.","Monitoring can use existing safety-reporting and software-support processes."]}},"research_burden":"HIGH","earliest_credible_horizon":"12_TO_36_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet clearly states an observable aviation display-crowding problem and a problem falsifier, but labels the diagnosis as a hypothesis and provides no external evidence that crowding predicts impaired conflict recognition."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The air navigation service provider's operational, safety, human-factors, system, and certification authorities are explicitly identified, with controllers retaining operational separation authority."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that protected, recoverable buffers improve detection or interpretation relative to both an ordinary dense display and a salience-only rival without increasing missed secondary traffic, false responses, reveal latency, or workload."},"bounded_next_evidence_step":{"status":"YES","reason":"A nonoperational within-participant simulator study using recorded or synthetic dense-sector scenarios is explicitly authorized, with comparisons, outcome measures, halt triggers, and baseline restoration."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For the bounded simulator step, live deployment is excluded, critical state cannot be suppressed, decision authority is unchanged, and explicit halt and rollback conditions address foreseeable harms. Operational use would require separate authorization."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The packet defines the prototype and eventual authority path but supplies no integration architecture, facility count, certification scope, data-access terms, staffing plan, or cost evidence; the reported bands are assumption-dependent resource estimates."}},"blocking_evidence":["Evidence that label and overlay crowding, after controlling for traffic complexity and controller experience, predicts slower or less accurate conflict recognition.","Controller evidence that occlusion is a material impediment not adequately addressed by existing manual label movement, filtering, or decluttering practices.","Prototype evidence against the baseline and salience-only rival showing benefit within prespecified safety margins for missed secondary traffic, false responses, workload, reveal latency, and layout instability.","Validated rules for buffer activation, expiry, critical-content exemption, visible signaling, immediate reveal, and behavior at high densities or unusual geometries.","Prior-art evidence establishing whether the mechanism composition is meaningfully distinct from existing decluttering, label-placement, focus-region, and conflict-presentation methods.","An operational integration and certification assessment sufficient to bound implementation scope and cost."],"next_evidence_step":"With an air navigation service provider and experienced controllers, preregister and run a bounded, nonoperational within-participant simulator study across prespecified density and geometry strata. Compare the ordinary baseline, a salience-only rival, and the protected-buffer prototype; falsify progression if buffers fail to improve detection or interpretation or exceed prespecified margins for missed secondary traffic, false responses, reveal latency, workload, or layout instability. Immediately restore baseline on any stated halt condition.","research_questions":["Does measured crowding or display-management activity independently predict conflict-recognition delay or error?","Which display elements can be suppressed or repositioned without removing anticipatory peripheral cues or critical status information?","What activation, expiry, spacing, and reveal rules preserve stable tracking at realistic and unusually high densities?","Can deliberate absence be signaled so controllers never confuse it with no traffic, filtered data, stale data, or system failure?","Does the prototype outperform both ordinary manual decluttering and salience-only alerts within prespecified safety margins?","How do effects vary by controller experience, sector geometry, traffic complexity, display platform, and operating practice?","What relevant decluttering, label-placement, focus-region, or conflict-presentation prior art already exists?","What integration, validation, training, safety-case, and certification work would an authorizing air navigation service provider require? "],"recommendation":"PRIOR_ART_RESEARCH","uncertainty_constraints":["Closed-book assessment with no external validation of problem prevalence, stakeholder demand, realized impact, prior art, market size, or exact cost.","All effectiveness claims are hypothetical; the packet contains no controller-study results.","Operational cost and timeline depend on unspecified display architecture, facility scope, partner access, and certification requirements.","Simulator feasibility does not establish operational safety, generalizability, or authorization.","The concept may fail if protected buffers cannot coexist with needed context at realistic density or if reveal and rearrangement demands offset attentional savings."],"closed_book_prior_art_boundary":"Prior art was not searched. This assessment supports only a coherent, testable mechanism composition and makes no claim that protected visual buffers, recoverable decluttering, label-spacing rules, focus regions, or their combination are novel, uncommon, or absent from deployed or experimental air-traffic displays."}