{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp04_retrieval_first_paired20_20260802","cell_id":"negative_space_design__tech_ethics_ai_governance","hypothesis_id":"H4","search_queries":["safety critical display decluttering de-clutter mode human factors aviation interface","patent declutter mode safety critical display hide non essential controls","AI decision support interface override button simulation appropriate reliance time","standards safety critical displays prioritize information declutter task relevant controls","site:patents.google.com cockpit display automatic declutter emergency mode critical information patent","display decluttering experiment response time cockpit simulator critical alerts study"],"sources":[{"source_id":"C1","title":"Human Factors Considerations in the Design and Evaluation of Flight Deck Displays and Controls","publisher":"Federal Aviation Administration / U.S. Department of Transportation","url":"https://rosap.ntl.bts.gov/view/dot/87936/dot_87936_DS1.pdf","source_class":"GOVERNMENT_OR_REGULATOR","claims_supported":["FAA guidance describes manual decluttering and automatic decluttering during particular flight phases or alerts.","It requires prioritization and continued usability of essential information, preserving basic navigation information during unusual-attitude decluttering.","It treats rapid access, visible modes, and restoration or reconfiguration of critical information as safety-relevant interface properties."]},{"source_id":"C2","title":"Appendix F: Display Standard","publisher":"NASA","url":"https://www.nasa.gov/reference/appendix-f-vol-2/","source_class":"STANDARD","claims_supported":["NASA limits displays to information needed for the current task and situation awareness.","Key information must remain continuously visible, modes and data quality must be indicated, and popups must not obscure critical task information.","Safety-critical controls require safeguards, distinct presentation, and positive command feedback."]},{"source_id":"C3","title":"US20150169191A1 — System and method for decluttering an image on a cockpit display system","publisher":"Honeywell International Inc.","url":"https://patents.google.com/patent/US20150169191A1/en","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["The patent filters a selected cockpit-information layer while retaining other layers in a composite display.","Its stated purpose is reducing display clutter and improving pilot situational awareness."]},{"source_id":"C4","title":"US20240011796A1 — Display systems and methods for aircraft","publisher":"Bombardier Inc.","url":"https://patents.google.com/patent/US20240011796A1/en","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["The patent describes altering, displacing, or removing flight information to reduce interference with task-critical visual cues during high-workload flight phases.","It describes clearing the decluttered state and reverting to the previous or normal layout when the triggering phase ends."]},{"source_id":"C5","title":"The effect of navigation display clutter on performance and attention allocation in presentation- and simulator-based driving experiments","publisher":"Applied Ergonomics","url":"https://stacks.cdc.gov/view/cdc/207525/cdc_207525_DS1.pdf","source_class":"PRIMARY_RESEARCH","claims_supported":["Low-clutter displays produced faster responses and fewer fixations in the static presentation experiment.","Clutter produced little or no performance effect in the dynamic driving simulator, showing that benefits are task- and context-dependent rather than assured.","The paper reports prior safety-domain findings in which clutter delayed detection of alerts and high-risk targets."]},{"source_id":"C6","title":"Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations","publisher":"Microsoft Research / Proceedings of the ACM on Human-Computer Interaction","url":"https://www.microsoft.com/en-us/research/publication/understanding-the-role-of-human-intuition-on-reliance-in-human-ai-decision-making-with-explanations/?lang=zh-cn","source_class":"PRIMARY_RESEARCH","claims_supported":["The study treats overriding erroneous AI predictions as a distinct human-AI decision behavior.","Interface interventions and explanations can increase overreliance, supporting measurement of decision quality rather than assuming that additional or rearranged information helps."]}],"proximity":"ESTABLISHED_PRACTICE","closest_analogues":[{"name":"Alert- or phase-triggered aviation display decluttering","similarity":"Very high: FAA guidance already permits automatic decluttering during alerts or defined phases while requiring essential information to remain usable and prioritized.","remaining_difference":"The guidance concerns certified flight-deck operations rather than rehearsed AI-recommendation overrides and does not specify the proposed joint override-time, evidence-omission, and control-recovery endpoints.","source_ids":["C1","C2"]},{"name":"Bombardier reversible high-workload display decluttering","similarity":"High: it temporarily removes or alters competing information during a high-workload phase and later restores the prior layout.","remaining_difference":"Its focal task is visual approach and landing, not accepting, rejecting, or overriding an AI recommendation.","source_ids":["C4"]},{"name":"Honeywell selective-layer cockpit decluttering","similarity":"High at the interaction-mechanism level: selected information is filtered while other operational layers remain present.","remaining_difference":"Filtering is parameter-driven and layer-specific rather than an alert-triggered focus mode organized around an AI override action.","source_ids":["C3"]},{"name":"Human-AI appropriate-reliance and override experiments","similarity":"Moderate: they experimentally study when people override incorrect AI advice and warn that interface information can worsen overreliance.","remaining_difference":"The reviewed study manipulates explanation type rather than temporarily hiding noncritical interface chrome or testing control restoration.","source_ids":["C6"]}],"overlapping_components":["Task-based information prioritization","Mapping and suppression of attention competitors","Temporary or phase-triggered decluttering","Continuous preservation of essential evidence and safety-critical information","Protection and distinct presentation of critical controls","Visible mode and system-status feedback","Rapid recovery or return to the normal display","Simulation-based measurement of response time and decision quality"],"remaining_contrastive_claim":"Within the bounded sources reviewed, the remaining distinction is the application of transient, instantly reversible decluttering specifically to rehearsed high-risk AI recommendations while continuously retaining evidence, uncertainty, override, and emergency controls and jointly measuring correct-override time, evidence omission, and control recovery.","claim_falsifier":"This claim would be falsified by a pre-existing product, patent, standard, or controlled study that instantiates alert-triggered temporary hiding of noncritical controls in an AI-assisted high-risk decision rehearsal, preserves the named safety information and controls, restores the full interface on demand, and evaluates override and recovery outcomes.","problem_support":"MODERATE","recommendation":"DIFFUSION_LANE","world_novelty_boundary":"This six-query, six-source review is a bounded search only: it supports an established-practice judgment for the underlying decluttering mechanism but expressly does not establish or imply world novelty for the AI-specific contrastive claim; proprietary interfaces, unindexed deployments, paywalled standards, non-English materials, and prior art using different terminology may remain undiscovered."}