{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"negative_space_design__tech_ethics_ai_governance","trajectory_id":"R","attempt_index":0,"archetype_slug":"negative_space_design","domain_slug":"tech_ethics_ai_governance","decision":"CANDIDATE","problem_id":"crowded_ai_deployment_review_obscures_unresolved_risk","causal_lever_id":"protected_review_space_for_risk_and_dissent","proposal":{"problem":"AI deployment reviews can crowd decision-critical unresolved risks and dissent among duplicative metrics, assurances, controls, slides, and continuous chair commentary. Reviewers may then mistake low perceptual prominence or an unfilled evidence field for resolved risk, producing premature approval.","actors_substrate":["AI governance reviewers","review chair","model owners","risk and compliance staff","people affected by deployment"],"observable_state":"The primary review surface gives secondary metrics weight comparable to unresolved hazards; meetings move directly from presentation to decision; and blank fields do not distinguish no evidence, no incident, not assessed, or access failure.","consequence":"Unresolved hazards and minority objections can be missed, while absence of evidence can be read as evidence of safety.","affected_objective":"Accurate, contestable, and accountable AI deployment decisions.","structural_mapping":[{"archetype_element":"Competing elements","domain_realization":"Duplicative metrics, assurances, controls, and narration compete with unresolved hazards and dissent.","claim_kind":"HYPOTHESIS"},{"archetype_element":"Deliberate omission","domain_realization":"Move non-decision-critical material from the primary review surface into a recoverable appendix.","claim_kind":"INFERENCE"},{"archetype_element":"Protected empty space","domain_realization":"Reserve an interruption-free individual review interval and chair-held silence after the objection prompt.","claim_kind":"HYPOTHESIS"},{"archetype_element":"Positive form","domain_realization":"The reserved space frames unresolved hazards, missing evidence, and dissent as the objects requiring judgment.","claim_kind":"INFERENCE"},{"archetype_element":"Meaningful empty state","domain_realization":"Every empty evidence field is labeled as not collected, not applicable, no incident observed, permission-blocked, or load failure.","claim_kind":"INFERENCE"},{"archetype_element":"Boundary and recovery","domain_realization":"A fixed primary-page limit protects the space while one-step access restores omitted context and controls.","claim_kind":"INFERENCE"}],"component_map":[{"component":"Omission Candidate","status":"adapted","domain_realization":"Duplicative assurances, decorative summaries, and secondary KPIs are candidates for reversible deferral."},{"component":"Protected Empty Space","status":"direct","domain_realization":"A timed no-presentation review interval and silence after the dissent prompt."},{"component":"Positive Form Relationship","status":"direct","domain_realization":"Absence isolates unresolved risks, missing evidence, and objections."},{"component":"Attention Competition Map","status":"adapted","domain_realization":"Map each review element by decision relevance, visual prominence, speaking time, and urgency."},{"component":"Absence Boundary","status":"adapted","domain_realization":"Primary-page limits and a meeting rule prohibit filling the protected interval."},{"component":"Clarity or Effect Test","status":"direct","domain_realization":"Measure correct hazard detection, empty-state interpretation, dissent contribution, and retrieval success."},{"component":"Rest and Pacing Zone","status":"adapted","domain_realization":"A short individual review beat separates evidence presentation from deliberation."},{"component":"Meaning-of-Absence Check","status":"direct","domain_realization":"Reviewers must distinguish no evidence from evidence of no harm."},{"component":"Reintroduction Trigger","status":"adapted","domain_realization":"Questions, uncertainty, or a critical-risk flag immediately reveal the full appendix and controls."},{"component":"Accessibility and Recoverability Guardrail","status":"direct","domain_realization":"Omitted content remains keyboard-accessible, screen-reader legible, printable, and reachable in one step."},{"component":"Context Preservation Frame","status":"direct","domain_realization":"Claims retain provenance, uncertainty, affected populations, dissent, and safety obligations."}],"mechanism_dispositions":[{"slug":"architectural_void","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Physical figure-ground design adds no necessary governance function.","counterfactual_removal":"No causal or viability change."},{"slug":"blank_or_rest_frame","disposition":"selected_supporting","contribution_type":"OPERATIONAL","adaptation_or_rejection":"Adapted as the timed boundary between presentation and deliberation.","counterfactual_removal":"Reviewers lose the protected consolidation interval, weakening pacing."},{"slug":"editorial_cut","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"Reversibly defers competing material while preserving claim context.","counterfactual_removal":"Crowding remains, so decision-critical evidence is not isolated."},{"slug":"empty_state_design","disposition":"selected_load_bearing","contribution_type":"SAFETY_GUARDRAIL","adaptation_or_rejection":"Labels why evidence is absent and provides the next diagnostic action.","counterfactual_removal":"Missing evidence can again be mistaken for demonstrated safety."},{"slug":"facilitation_silence","disposition":"selected_load_bearing","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"The chair withholds commentary after explicitly inviting objections, with a distress/confusion exit.","counterfactual_removal":"Chair speech can prematurely fill the participation space and suppress dissent."},{"slug":"focus_mode_or_control_hiding","disposition":"selected_supporting","contribution_type":"OPERATIONAL","adaptation_or_rejection":"Secondary review controls are temporarily hidden but instantly recoverable; critical controls remain visible.","counterfactual_removal":"The intervention remains possible, but interface competition increases."},{"slug":"margin_and_gutter_system","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"A reusable spacing grid is peripheral to the temporal and evidentiary lever.","counterfactual_removal":"No material causal change."},{"slug":"negative_space_logo","disposition":"incompatible","contribution_type":"NONE","adaptation_or_rejection":"Hidden symbolic imagery is unrelated and risks obscuring evidence.","counterfactual_removal":"No causal or viability change."},{"slug":"pause_in_speech","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Speaker-controlled emphasis is redundant with, and less participatory than, facilitation silence.","counterfactual_removal":"Selected group-silence procedure remains intact."},{"slug":"sparse_layout","disposition":"selected_supporting","contribution_type":"CORE_CAUSAL","adaptation_or_rejection":"The primary surface retains only decision-critical items after relevance mapping.","counterfactual_removal":"Editorial cuts lack a usable presentation form and competition persists."},{"slug":"whitespace","disposition":"considered_rejected","contribution_type":"NONE","adaptation_or_rejection":"Visual spacing may polish the surface but is not required once content and time boundaries are protected.","counterfactual_removal":"Core omission, interpretation, and dissent mechanisms remain."}],"causal_chain":["Competing material and continuous commentary consume perceptual and deliberative capacity.","Reversible cuts isolate decision-critical evidence while preserving retrieval.","A protected review beat lets reviewers interpret evidence before social convergence.","Chair-held silence gives objections an unfilled participation space.","Explicit absence labels prevent missing evidence from appearing reassuring.","Reviewers should more often identify unresolved hazards and articulate dissent before a decision."],"baseline":"Ordinary practice is a full dashboard or packet, slide-led discussion, immediate questions, and an approve/defer decision with no protected interpretive interval.","nearest_rival":"A risk-ranking dashboard highlights severe items but retains the crowded field and does not protect silence or explain absent evidence.","authority_safety":{"affected_parties":["reviewers and dissenters","model owners","deployment operators","end users and non-users exposed to the system","groups bearing disproportionate error or surveillance risk"],"decision_authority":"The AI governance chair may authorize a shadow-format test; only the established approval body may change deployment decisions or policy.","authorized_first_step":"Run a crossover simulation using synthetic or de-identified historical cases: each panel reviews one conventional and one negative-space version; compare hazard detection, absence interpretation, dissent, retrieval, and decision time. No result controls production deployment.","excluded_actions":["Hide safety-critical evidence, uncertainty, provenance, legal duties, or dissent","Treat silence as consent","Delete omitted material","Use pilot results to approve or deploy a system","Coerce participants to speak"],"halt_rollback":"Stop the session and restore the full conventional packet if critical context is missed, retrieval fails, absence is misread, accessibility fails, or silence causes distress or power-based pressure."}},"negative_tests":{"strongest_counterevidence":"Dense side-by-side evidence may be necessary for expert comparison, and experienced panels may already surface hazards reliably; subtraction could merely conceal dependencies.","analogy_break":"Unlike aesthetic composition, governance records must remain complete and auditable. Empty space becomes unethical if it hides accountability, uncertainty, or affected-party evidence.","failure_condition":"The design fails if reviewers cannot retrieve omitted context immediately, if protected silence pressures lower-power participants, or if hazard detection falls despite improved perceived clarity.","problem_falsifier":"The problem is falsified if baseline observations show reviewers reliably detect and classify unresolved high-severity risks, correctly interpret empty evidence fields, and contribute dissent regardless of packet crowding or chair speaking time.","intervention_falsifier":"The intervention is falsified if the crossover test shows no meaningful improvement in hazard detection, absence interpretation, or dissent, or shows more missed context, retrieval delay, distress, or overconfident approval.","risks":["Critical context hidden by an incorrect relevance judgment","Sparse presentation mistaken for evidentiary completeness","Silence interpreted as disapproval or coercion","Accessibility loss through hidden controls","Longer reviews without better decisions","Selective omission used to advance the model owner's agenda"]},"null_rationale":null,"classification":{"candidate_kind":"MECHANISM_COMPOSITION","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 transfer. The candidate depends on deliberate, bounded absence rather than general simplification; empirical effects remain untested."}