{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp11_mechanism_context_external20_20260804","research_id":"eoa_inverse_innovation_exp11_external_scrutiny_20260804","cell_id":"negative_space_design__computer_science","opaque_id":"negative_space_design__computer_science__A","search_lanes":{"direct_problem":{"queries":["incident management console information overload dashboard clutter alert fatigue operators duplicate alerts healthy status panels","incident response dashboard cognitive load visual clutter critical events telemetry","operations control room alarm flooding human factors situational awareness"],"source_ids":["SRC2","SRC3","SRC6"],"no_result_note":null},"closest_prior_art":{"queries":["\"dark screen\" principle HMI normal operation alarms","\"black screen\" concept control room alarm display normal state","monitoring console display only state changes chronological event log alert transitions","incident timeline new events action required collapse duplicate alerts full event history"],"source_ids":["SRC1","SRC2","SRC4","SRC5","SRC8"],"no_result_note":null},"historical_terminology":{"queries":["\"dark screen philosophy\" SCADA alarm","\"dark screen\" concept alarm presentation older direct-wired annunciator tiles","alarm summary display operator performance simulation study PDF"],"source_ids":["SRC1","SRC2"],"no_result_note":null},"products_practices_standards":{"queries":["site:grafana.com/docs alert list panel show alerts current state hide normal","site:pagerduty.com reduce alert noise deduplicate group suppress non-actionable alerts","monitoring dashboard empty state no data permissions loading telemetry unavailable status design","central event console suppress repeated events severe events history"],"source_ids":["SRC1","SRC3","SRC4","SRC5","SRC6","SRC8"],"no_result_note":null},"non_english_regional":{"queries":["Leitsystem \"Dunkelbildprinzip\" Alarmanzeige Störmeldung","alarmsystem \"mørk skjerm\" prinsipp kontrollrom","監視画面 アラーム 過多 正常 非表示 ダッシュボード","tableau de supervision \"écran noir\" principe alarmes salle de contrôle","JP1 統合監視 イベント コンソール 重大イベント 繰り返しイベント 集約"],"source_ids":["SRC8"],"no_result_note":null},"composition_subproblems":{"queries":["alert dashboard deduplication recoverable full chronology accessibility keyboard screen reader","operations dashboard visual quiet no animation alert transitions telemetry freshness empty state","incident console \"no active incidents\" \"data unavailable\" dashboard","monitoring console display only state changes chronological event log alert transitions"],"source_ids":["SRC4","SRC5","SRC6","SRC7","SRC8"],"no_result_note":null}},"sources":[{"source_id":"SRC1","title":"Information Integration in Control Rooms and Technical Offices in Nuclear Power Plants (IAEA-TECDOC-1252)","url":"https://www-pub.iaea.org/MTCD/Publications/PDF/te_1252_prn.pdf","publisher":"International Atomic Energy Agency","date_or_year":"2001","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["Defines the dark-screen principle: normal process parts should present no alarms so abnormal conditions attract attention.","Identifies information overload and unnecessary distraction as design problems.","Recommends prioritization, suppression, filtering, multiple presentation levels, and searchable supporting information."]},{"source_id":"SRC2","title":"Towards Improving Operator Alarm Flood Responses: Alternative Alarm Presentation Techniques","url":"https://process.honeywell.com/content/dam/process/en/documents/document-lists/doc_asm-consortium/white-papers/October%2031%202011%20-%20Towards%20Improving%20Operator%20Alarm%20Flood%20Responses%20Alternative%20Alarm%20Presentation%20Techniques.pdf","publisher":"ASM Consortium; presented at ISA Automation Week and hosted by Honeywell","date_or_year":"2011","source_type":"PRIMARY_RESEARCH","language":"English","claims_supported":["Alarm floods can exceed human response capacity and rapidly changing lists can push important alarms off-screen.","A controlled study used historical alarm-flood scenarios and 16 active console operators.","Throttling and de-chattering improved performance, while the novel display layouts alone showed little consistent advantage.","Viewing relevant subsets rather than all alarms improved performance when paired with an effective response strategy.","Operators can remain unaware of omitted alarms, making recall measurement and training essential."]},{"source_id":"SRC3","title":"How to Reduce Noise","url":"https://www.pagerduty.com/ops-guides/ops-practices/reduce-noise/","publisher":"PagerDuty","date_or_year":"Undated; accessed 2026-08-04","source_type":"FIRST_PARTY_PRODUCT","language":"English","claims_supported":["Alert noise can desensitize teams and cause critical issues to be missed.","PagerDuty documents operational use of deduplication, grouping, pausing, and suppression of non-actionable alerts.","PagerDuty engineering teams are identifiable adopters of these practices."]},{"source_id":"SRC4","title":"Alert List","url":"https://grafana.com/docs/grafana/latest/visualizations/panels-visualizations/visualizations/alert-list/","publisher":"Grafana Labs","date_or_year":"Grafana v13.1 documentation; accessed 2026-08-04","source_type":"FIRST_PARTY_PRODUCT","language":"English","claims_supported":["A production monitoring product provides a bounded alert-list panel with state, label, folder, and data-source filters.","Normal and zero-instance alerts can be hidden while firing or pending alerts remain visible.","No Data, Error, Pending, Recovering, Normal, and Firing are explicitly differentiated, preventing silence from automatically meaning health."]},{"source_id":"SRC5","title":"View Alert State History","url":"https://grafana.com/docs/grafana/latest/alerting/monitor-status/view-alert-state-history/","publisher":"Grafana Labs","date_or_year":"Accessed 2026-08-04","source_type":"FIRST_PARTY_PRODUCT","language":"English","claims_supported":["Grafana provides a centralized, filterable history of alert state changes.","Each event represents a transition, with previous state, current state, time, values, and labels recoverable.","History access is permission-controlled through RBAC.","The product warns that broad time windows can exceed display limits, supporting bounded views with recoverable history."]},{"source_id":"SRC6","title":"Building Dashboards for Operational Visibility","url":"https://d1.awsstatic.com/onedam/marketing-channels/website/aws/en_US/builders-library/approved/images/building-dashboards.pdf","publisher":"Amazon Web Services","date_or_year":"2020","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["Amazon identifies on-call operators and service teams as dashboard users during triage and recovery.","Amazon warns that empty graphs can confuse operators and recommends making telemetry absence distinguishable from a safe zero condition.","Amazon reports pruning graphs that add no value and using automated alarms to direct operators to relevant dashboards and runbooks."]},{"source_id":"SRC7","title":"Empty State","url":"https://design.sis.gov.uk/components/feedback-progress/empty-state/","publisher":"UK Intelligence Community Design System","date_or_year":"2023; accessed 2026-08-04","source_type":"OFFICIAL_GUIDANCE","language":"English","claims_supported":["Empty interfaces should communicate what happened, why the content is absent, and what action is available.","No content, failed loading, no results, removed data, and insufficient access require distinguishable treatment.","Loading should use a loading indicator rather than being conflated with an empty state.","The component includes accessibility guidance and recoverable navigation or actions."]},{"source_id":"SRC8","title":"Monitoring from the Central Console — JP1/Integrated Management 2","url":"https://itpfdoc.hitachi.co.jp/manuals/3021/30213d5120e/IMDS0075.HTM","publisher":"Hitachi","date_or_year":"JP1 Version 12; accessed 2026-08-04","source_type":"FIRST_PARTY_PRODUCT","language":"English documentation from a Japanese publisher","claims_supported":["The Central Console filters events before forwarding them and offers a page containing only severe, action-requiring events.","Repeated events can be consolidated when many identical events occur in a short interval.","Events remain available in time-series, detail, and search views, including normal events surrounding a problem and older events removed from the live scroll buffer.","The implementation closely combines selective presentation, duplicate collapse, transition chronology, and recoverable context."]}],"problem_evidence":{"status":"SUPPORTED","finding":"Operational attention crowding is well established. Primary research reports that alarm floods and rapidly changing lists exceed operator capacity, displace important alarms, and increase workload; PagerDuty independently reports that noisy, duplicate, and non-actionable alerts can desensitize responders and obscure critical issues.","source_ids":["SRC2","SRC3","SRC6"],"uncertainty":"The retained evidence strongly supports the general mechanism but does not quantify its prevalence or effect size specifically for modern software-incident consoles across organizations."},"adopter_evidence":{"status":"SUPPORTED","finding":"On-call operators, service teams, and monitoring-platform owners are identifiable adopters. Amazon describes on-call use of operational dashboards, PagerDuty documents its engineering teams using noise controls, and Hitachi and Grafana expose the relevant console controls to operational users and administrators.","source_ids":["SRC3","SRC4","SRC5","SRC6","SRC8"],"uncertainty":"No specific organization has been shown to demand this exact bundled prototype; local authorization would still require the accountable service owner and incident-response lead."},"implementation_evidence":{"status":"PARTLY_SUPPORTED","finding":"Most components already exist in deployed products or guidance: filtered severe-event fields, repeat-event consolidation, explicit No Data/Error/Normal states, recoverable transition history, RBAC, telemetry-validity cues, and differentiated empty states. The retained sources do not show the exact bundle implemented as a shadow software-incident console or evaluated against the proposal's stated baseline.","source_ids":["SRC4","SRC5","SRC6","SRC7","SRC8"],"uncertainty":"Rules for admitting only 'action-worthy transitions' remain service-specific and could suppress weak precursor signals; accessibility of the exact combined interaction has not been demonstrated."},"prior_art":{"disposition":"ESTABLISHED_PRACTICE","closest_analogues":[{"name":"Dark-screen alarm-system principle","source_ids":["SRC1"],"same_problem":true,"same_causal_lever":true,"overlap":"Uses an intentionally quiet normal display, suppression and filtering so abnormal information attracts attention while supporting access to additional information.","remaining_difference":"Applies to nuclear/process control rather than a modern software-incident shadow console and does not specify the proposal's four-way empty-state vocabulary."},{"name":"Hitachi JP1 Central Console","source_ids":["SRC8"],"same_problem":true,"same_causal_lever":true,"overlap":"Filters forwarded events, provides a severe-events-only page, consolidates repeated events, presents time-series changes, and preserves normal and old events through search.","remaining_difference":"It is a general event-management product rather than a controlled test of a permanently reserved, change-only incident field."},{"name":"Grafana Alert List plus Alert State History","source_ids":["SRC4","SRC5"],"same_problem":true,"same_causal_lever":true,"overlap":"Supports bounded filtered alert presentation, optional hiding of normal states, explicit Firing/Pending/No Data/Error/Normal states, transition-only history, recoverable details, and RBAC.","remaining_difference":"The documented product does not claim that routine content can never occupy a reserved incident-triage field, nor does it report the proposed replay outcomes."},{"name":"ASM Consortium alarm-presentation and throttling study","source_ids":["SRC2"],"same_problem":true,"same_causal_lever":true,"overlap":"Directly tests filtering, de-chattering, throttling, and focused subsets against crowded alarm lists using recorded operational scenarios and console operators.","remaining_difference":"The study concerns process plants and does not combine explicit telemetry-loss, loading, and permission states; display-layout benefits were inconsistent."}],"contrastive_claim_remaining":"For software-incident triage, a dedicated primary field admitting only newly action-worthy transitions, with explicit healthy-quiet, telemetry-unavailable, loading, and permission states and one-step access to complete chronology, yields faster correct transition detection than a tuned deduplicated/filterable alert console without reducing critical-event recall or context recovery.","contrastive_claim_falsifier":"In randomized representative incident replays, the proposed field fails to improve detection or prioritization over a tuned deduplication/filter baseline, or increases misses, false prioritization, training delay, inaccessible interactions, or confusion between healthy quiet and telemetry failure.","confidence":"HIGH","search_limitations":"The bounded search used direct problem terms, dark-screen and alarm-summary terminology, current products and guidance, Japanese and European regional terminology, and combined searches for transitions, deduplication, history, accessibility, freshness, and empty states. It cannot establish exhaustive prior art, routine adoption rates, patents, or implementations hidden in proprietary consoles."},"researchability_gates":{"externally_supported_problem":{"status":"PASS","rationale":"Independent primary, official, and first-party sources support overload, displacement of critical alarms, desensitization, and triage burden from crowded or rapidly changing operational displays.","source_ids":["SRC1","SRC2","SRC3","SRC6"]},"identifiable_adopter_or_authorizer":{"status":"PASS","rationale":"On-call operators, service teams, console administrators, and accountable service owners are concrete adopter classes; Amazon and PagerDuty document operational teams using related mechanisms.","source_ids":["SRC3","SRC6","SRC8"]},"distinct_testable_incremental_claim":{"status":"PASS","rationale":"Although the general package is established, a narrower context-specific comparison remains falsifiable: a permanently reserved transition-only field with explicit absence semantics versus an already tuned deduplicated/filterable software-incident console.","source_ids":["SRC2","SRC4","SRC5","SRC8"]},"bounded_next_evidence_step":{"status":"PASS","rationale":"A shadow-mode, randomized crossover replay of recorded incidents can compare detection time, prioritization, critical recall, context recovery, and interpretation of telemetry-loss states without changing production paging.","source_ids":["SRC2","SRC4","SRC5"]},"no_unresolved_safety_or_authority_stop":{"status":"PASS","rationale":"The proposed next step is observational and shadow-only, retains the existing console and complete history, and has explicit halt criteria. Existing evidence highlights the necessary safeguards: conspicuous No Data/Error states, recoverable history, RBAC, and measurement of misses.","source_ids":["SRC2","SRC4","SRC5","SRC6","SRC7"]},"adequate_search_evidence":{"status":"PASS","rationale":"All six lanes were searched adversarially, including 2001 dark-screen terminology, controlled alarm-display research, current standards/guidance and products, Japanese and European terminology, and combinations of filtering, transitions, history, accessibility, freshness, and empty-state subproblems. Eight retained sources from seven publisher groupings were opened; seven are primary, official, or first-party.","source_ids":["SRC1","SRC2","SRC3","SRC4","SRC5","SRC6","SRC7","SRC8"]}},"strict_success":false,"screen_survival":false,"remaining_research_value":"MODERATE","recommended_next_step":"Treat this as a local comparative-effectiveness study, not a novel design concept. Pre-register a randomized crossover replay with representative on-call engineers and three conditions: ordinary populated console, tuned deduplication/filter baseline, and the protected transition-only field. Stratify by incident type and operator familiarity; measure time to first correct transition, prioritization accuracy, critical-event recall, false responses, context-recovery time, accessibility, and interpretation of healthy quiet versus telemetry loss. Stop on any baseline-visible critical-event omission.","world_novelty_boundary":"This bounded public-web review finds established close practice but cannot establish world novelty, patentability, freedom to operate, market size, realized impact, or the absence of undisclosed or unindexed prior art."}