{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"computability_boundary_mapping__communication_media_studies","archetype_slug":"computability_boundary_mapping","domain_slug":"communication_media_studies","title":"Scope-Typed Multistate Routing for Programmable-Media Moderation","opportunity_summary":"Evaluate whether moderation systems that promise exact Boolean decisions over programmable media create false certainty, then restrict exact decisions to formally supported fragments and route other artifacts to explicit UNKNOWN, out-of-scope, bounded-search, or accountable-review states. The opportunity is conditional because the packet does not establish that deployed systems admit unrestricted executable artifacts, make universal exact claims, or lack equivalent safeguards.","adopter_authorizer":"Platform or newsroom policy authority, with independent proof reviewers approving boundary evidence and appeals personnel retaining authority over consequential individual cases.","scores":{"meaningful_impact":{"score":4,"rationale":"If the hypothesized mismatch exists, preventing false clearance, false blocking, irreconstructible appeals, and futile attempts at total coverage would materially improve safety, expression, and reviewability. Impact magnitude and affected volume are not established."},"stakeholder_pull":{"score":2,"rationale":"The packet names plausible users and affected parties but provides no observed demand, procurement intent, prevalence evidence, or adopter commitment; it only states that organizations may impose the problematic requirement."},"incremental_advantage":{"score":4,"rationale":"Relative to the stated monolithic classifier and confidence-threshold rival, the proposal adds enforceable scope typing, proof-linked exact modes, a preserved multistate status alphabet, and versioned boundary records. Whether these benefits remain large in actual workflows requires testing."},"distinctiveness_plausibility":{"score":3,"rationale":"The combination of computability-boundary evidence, fragment admission, multistate routing, and governance records is coherent and potentially differentiating, but prior art is explicitly unsearched and no world-novelty inference is supportable."},"technical_implementability":{"score":3,"rationale":"A sandboxed router, finite corpus, status-preserving logs, and bounded fragment checks appear implementable, while faithful policy formalization, enforceable membership, reduction checking, abstraction soundness, and safe analysis of adversarial artifacts remain substantial technical uncertainties."},"adoption_authority_feasibility":{"score":4,"rationale":"The packet identifies the platform or newsroom policy authority, independent proof reviewers, and appeals personnel, and assigns them separable decisions. Production adoption could still be constrained by organizational willingness to expose UNKNOWN outcomes and fund review."},"evidence_readiness":{"score":3,"rationale":"The proposal supplies falsifiers, metrics, safety exclusions, rollback conditions, a comparator baseline, and a bounded non-enforcement pilot. It lacks an instantiated policy-artifact decision problem, checked proof or total-decider result, deployed logs, and validated measurements."},"safety_net_benefit":{"score":4,"rationale":"Explicit UNKNOWN, out-of-scope, bounded-search, and system-failure states directly reduce conversion of weak evidence into enforcement certainty, while human authority and rollback are preserved. Benefits fail if downstream systems collapse these states or review burdens become unusable."},"scalability":{"score":3,"rationale":"A reusable routing contract and versioned status model could transfer across policies and artifact types, but each policy, computation model, fragment definition, proof obligation, sandbox, and review workflow may require specialized work, limiting demonstrated scale."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"A non-enforcement pilot for one versioned policy using a finite synthetic corpus, sandboxed artifact execution, baseline comparison, routing and error measurement, formal boundary analysis, and independent proof review.","confidence":"MODERATE","assumptions":["One narrowly defined policy and artifact representation are examined.","Existing classifier or review outputs can serve as a baseline without rebuilding the production system.","The corpus is synthetic and finite, with no live enforcement or account actions.","Costs include moderation expertise, formal-methods labor, engineering, security review, evaluation, and partner coordination."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Production-grade preparation for one organization, including admission controls, sandbox hardening, multistate APIs, versioned records, downstream status preservation, appeals integration, monitoring, compliance review, and staff training.","confidence":"LOW","assumptions":["Deployment is limited to one organizational unit or policy family.","Existing moderation, logging, and appeals infrastructure can be integrated rather than replaced.","No exact claim is extended beyond independently reviewed fragments.","Security and governance requirements may materially vary by adopter."]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"Controlled operational rollout across a consequential moderation workflow, including production validation, adversarial testing, reviewer capacity, incident response, audit readiness, policy migration, and parallel operation with existing handling.","confidence":"LOW","assumptions":["The launch processes real artifacts but retains accountable review for consequential cases.","Multiple artifact formats and downstream systems require integration and testing.","UNKNOWN and out-of-scope cases generate meaningful review demand.","Launch is halted if admission, soundness, or status-preservation controls fail."]},"annual_recurring":{"band_2026_usd":"1M_TO_5M","scope":"Ongoing specialist engineering, sandbox maintenance, proof and policy revalidation, reviewer operations, appeals support, monitoring, audits, adversarial testing, and updates to fragment definitions and boundary records.","confidence":"LOW","assumptions":["Policies, artifact capabilities, and adversarial techniques change over time.","Independent review remains necessary after material model or policy changes.","Human handling remains available for unresolved cases.","No prevalence or workload data are available to narrow recurring resource needs."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate describes a recognizable failure mode with observable logs and specifications, but it does not establish that relevant deployed systems actually combine an unrestricted programmable class, a universal exact guarantee, and collapsed uncertainty states."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The platform or newsroom policy authority is explicitly assigned scope and deployment authority, with proof reviewers and appeals personnel assigned supporting and case-level authority."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that scope-typed multistate routing will reduce forced Boolean defaults and guarantee overclaims relative to the monolithic baseline, while maintaining acceptable soundness and review load; the pilot supplies corresponding falsifiers."},"bounded_next_evidence_step":{"status":"YES","reason":"The sealed candidate authorizes a sandboxed, non-enforcement pilot on one versioned policy and finite synthetic corpus, with specified measurements, prohibited actions, halt conditions, and rollback."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For the first evidence step, consequential enforcement is excluded, untrusted media must remain sandboxed, accountable reviewers retain case authority, and explicit halt conditions address admission bypass, status collapse, unsupported soundness, and excessive errors."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate defines technical and governance components but supplies no staffing, integration, artifact volume, review-load, security, or compliance evidence from which an implementation range can be validated; the assessment bands therefore remain assumption-driven."}},"blocking_evidence":["A versioned specification of the actual artifact class, computation model, policy predicate, quantifiers, and promised output guarantee.","Evidence that a target workflow actually exhibits the hypothesized problem rather than a finite or mechanically bounded class with already-distinct uncertainty handling.","Independent validation of either a source-to-target impossibility reduction or a constructive total decider for the declared class.","Evidence that fragment membership is enforceable and resistant to admission-check or sandbox bypass.","Validation that the formal behavioral predicate faithfully represents the operative policy and does not erase material context or encode unequal treatment.","Pilot evidence that multistate routing reduces forced Boolean defaults without unacceptable false clearances, false blocks, UNKNOWN rates, or reviewer load.","Targeted prior-art evidence comparing the proposed routing contract, status alphabet, proof obligations, and governance record with existing moderation and abstention systems."],"next_evidence_step":"With one willing platform or newsroom partner, freeze one policy, artifact representation, computation model, and output contract; inspect specifications and sampled logs to test the problem falsifier, independently review a reduction or constructive total-decider attempt, and run the authorized finite synthetic-corpus sandbox pilot. Compare the scope-typed multistate router against the existing monolithic allow/block handling on forced-default frequency, false clearance and blocking, status preservation, coverage, and review load; reject the intervention if it does not reduce forced defaults, yields verified errors in claimed-sound modes, or exceeds predeclared UNKNOWN and review-load limits.","research_questions":["Does a target deployed workflow admit arbitrary executable or continuation-generating behavior, and does it promise an exact terminating verdict for every admitted artifact?","Are timeouts, unsupported inputs, inconclusive searches, and system failures actually converted into Boolean decisions, and at what workflow points?","Can the operative policy be represented as a stable, nontrivial behavioral predicate without losing context essential to legitimate decisions?","Can independent reviewers verify an impossibility reduction for the declared class, or instead construct a total decider that defeats the hypothesized boundary?","Can fragment membership and sandbox confinement be enforced against adversarial artifacts?","How do the router and baseline compare on false clearance, false blocking, forced defaults, coverage, status preservation, and appeal reconstructability?","What UNKNOWN and review rates can consequential users sustain without silently restoring Boolean defaults?","Do burdens from UNKNOWN outcomes fall disproportionately on less-resourced creators or other affected groups?","Which existing moderation, abstention, formal-policy, and programmable-content systems already provide materially equivalent capabilities?","What staffing, integration, compliance, security, and recurring proof-maintenance requirements determine credible deployment costs?"] ,"recommendation":"PARTNERED_RESEARCH","uncertainty_constraints":["No external evidence of problem prevalence, stakeholder demand, market size, or realized impact is available.","The unrestricted-class impossibility claim is conditional and has no supplied checked reduction.","The exact deployed representation and fidelity of the proposed behavioral predicate are unresolved.","Prior art is unsearched, so distinctiveness and novelty cannot be concluded.","Pilot effectiveness, abstraction soundness, admission enforceability, reviewer burden, and distributional effects are unknown.","All cost bands are resource-equivalent planning ranges based on stated scope assumptions, not observed quotations or deployment data.","The earliest horizon applies to credible bounded evidence, not a validated broad production deployment."],"closed_book_prior_art_boundary":"Prior-art status is explicitly UNSEARCHED. This assessment makes no claim about novelty, prevalence, market position, or whether moderation architectures already use equivalent abstention, scope typing, formal policy checks, multistate routing, or governance records."}