Canonical Reference Document

WorldModel Reference

The canonical structured overview of ten architectural layers and eleven cross-cutting policies that constitute WorldModel™ as a governance architecture for hyper-personalized venues. This document is the single source of truth referenced by the companion books, the architecture page, and all derivative materials.

Status: Authoritative · Posture: Patent-pending · Audience: Architects, planners, procurement, governance reviewers, scholarly citation

The architecture, layer by layer.

WorldModel™ comprises ten architectural layers. Each layer has a defined role, an enforceable interface, and a precedence relationship to the others. OSOL™ takes hard priority over all other layers when invoked.

01
VS+C™Value System + Constitution
The declared priorities, rights, and non-negotiable constraints that define what “good” means in the venue. The normative source of truth that every governance decision answers to.
02
CGL™Cognitive Governance Layer
The real-time enforcement layer. Enforces VS+C™ invariants directly, and evaluates every proposed action against the Value System, consent state, jurisdictional constraints, the active operational regime, and operational policy — authorizing, blocking, or escalating with a full auditable record.
03
TGF™Temporal Governance Framework
Treats time as a first-class governed dimension of venue operations. Holds the venue’s schedule of operational regimes (day, twilight, night, after-hours; opening, peak, lull, closing, overnight, maintenance, emergency), calendar regimes (weekends, public holidays, religious observance days, Halloween weeks, Christmas weeks, Easter weeks, summer-vacation surge, event days), performance and show regimes (parade in progress, fireworks window, concert hour, pre-show, show, post-show, blackout), and sensor- or event-triggered regimes (sunset-bound, weather-bound, acoustic-envelope, illumination-bound). Holds time-bounded grants of consent, entitlement, personalization, and access. Holds mutual-exclusion windows that lock shared physical resources against colliding actions. Supplies CGL™ with the active rule set for the current moment, signals pending regime transitions to MAOL™ and FCL™, and arbitrates between otherwise-valid actions whose authority depends on temporal context.
04
ICL™Identity Continuity Layer
The identity subsystem. Maintains continuity of preferences, accessibility settings, language, and return-visit context under explicit consent and purpose limitation, exposing only the minimum necessary state.
05
EDE™Environmental Dynamics Engine
Continuous physical-world model of the venue. Space, flow, occupancy, environmental conditions, content state, and the zone-conditional governance state that constrains action by location — including restricted areas, zone-bound entitlements, zone-conditional commerce rules, zone-conditional consent state, zone-conditional accessibility provisions, and zone-mutual-exclusion locks. Provides shared situational and zone-conditional governance ground truth to MAOL™, CGL™, and accessibility delivery mechanisms.
06
MAOL™Multi-Agent Orchestration Layer
The operational conductor. Decomposes goals into bounded tasks, assigns them to specialist agents, enforces tool-use limits, and turns governed intent into coordinated action under CGL™ authorization.
07
FCL™Federation & Coordination Layer
The federation layer. Coordinates governance, identity, and operational state across venues, operators, and jurisdictions — supporting multi-venue districts and federated programs without collapsing local authority.
08
RGL™Resilience & Graceful Degradation Layer
The resilience layer. Defines what the system does when capability is reduced — preserving safety, accessibility, and trust ahead of optimization, and ensuring the venue degrades into a defined, auditable, safe state.
09
OSOL™Operational Safety Override — Hard Priority
The safety override layer. Preempts every other layer when a safety-relevant condition is signaled. OSOL™ has hard precedence: experience goals, personalization, and orchestration all yield to it. Recovery requires authorized, auditable action.
10
AAL™Assurance, Analytics & Audit Layer
Non-gating, append-only observer and audit layer. Records, for every governed decision, the policy version in force at decision time, the TGF™-resolved regime active at that moment, the EDE™ spatial context, the consent state, the rule set evaluated, the action authorized or denied, and the actor that requested it. Also records access events, policy versions, overrides, federation events, and governed actions. Maintains tamper-evident records and does not approve, delay, or block execution.
Layer Logic

VS+C™ is the normative source. CGL™ is the runtime enforcer. TGF™ is the temporal keeper. ICL™ and EDE™ ground personalization in identity and environment. MAOL™ orchestrates execution. FCL™ federates across operators and jurisdictions. RGL™ defines safe degradation. OSOL™ overrides everything when safety demands it. AAL™ makes the entire system reconstructable.

Remove any one layer and the system loses legitimacy, safety, continuity, or auditability. The ten are not optional features. They are the architecture.

Policies that operate across layers.

Cross-cutting policies are rules and enforcement mechanisms that operate across multiple layers. They are never called layers, never called concerns, and never treated as auxiliary. They are how the architecture handles the realities that no single layer can own.

Policy 01
Jurisdictional Adaptation
Rules and behaviors that vary by jurisdiction — privacy, consent, retention, age-gating, content rules — enforced consistently across layers within the rules of the jurisdiction.
Policy 02
Content Provenance & Trust
Every rendered element is traceable to its approved source via a venue-curated, source-attested content store. CGL™ rejects render proposals that fall outside the attested store; AAL™ records the source attribution, the permitted transformation applied, and the render event. Anti-confabulation by architecture, not by policy alone.
Policy 03
Human-in-the-Loop Governance
Defined points at which authorized humans approve, modify, or override automated decisions, with the override itself recorded as a governance event. Human authority is structural, not advisory.
Policy 04
AR / MR / XR Governance
Rules governing augmented, mixed, and extended-reality content: registration to physical space, safety constraints, age-appropriateness, and consented overlay on real-world environments.
Policy 05
Acoustic & Sensory Governance
Constraints on sound, light, motion, haptic, and other sensory output — including bleed control, intelligibility, neurodivergent-aware modes, and accessibility-driven sensory shaping.
Policy 06
Commerce & Entitlement
Rules governing what guests may access, purchase, or unlock — applied consistently across identity, environment, and orchestration layers, with consent and audit retained.
Policy 07
Lifecycle Evolution
Rules for versioning, amendment, deprecation, and retirement of every policy, content asset, and architectural element. Recorded by AAL™ at every policy version transition; the TGF™-resolved regime under which a decision was made is preserved in the AAL™ record. Administrative versioning, lifecycle management, retention, expiration, and rollback of policy artifacts are governance-ops processes executed outside the ten-layer runtime stack.
Policy 08
Safety-Authority Schedule
The defined hierarchy of safety authorities, the conditions under which each is invoked, and the precedence of safety constraints over all other goals at runtime. Couples to OSOL™: when a safety-relevant condition is signaled, OSOL™ preempts the ten-layer runtime stack with hard priority over every other layer.
Policy 09
Security & Trust-Boundary
Cryptographic, network, and operational boundaries that prevent unauthorized access, modification, or exfiltration — enforced across every layer, with no privileged exceptions.
Policy 10
Accessibility & Inclusion
Inclusion treated as a system constraint from concept stage, not a retrofit. Manifests as concrete layer-specific behaviors: parallel media streams (hearing-aid audio, captions, sign language video, multilingual audio, calm-media variants), sensory-channel routing at MAOL™, consented accessibility profile carried by ICL™, and spatial audio for navigation coordinated against EDE™ state.
Policy 11
Consent & Data Sovereignty
Consent as runtime-evaluable state, not a one-time event. ICL™ maintains current consent state; CGL™ evaluates consent at every action that depends on it; withdrawals propagate within bounded time; AAL™ records the consent state at decision time as part of the complete governance frame. Data sovereignty respected across jurisdictions, with selective disclosure and minimization as architectural defaults.
Why “policies,” not “concerns”

These eleven are policies: rules and enforcement mechanisms that operate across layers. They are never called layers, because they do not occupy a layer. They are never called concerns, because that word reduces them to topics rather than enforceable behaviors. The naming is deliberate and locked.

The standing of this document.

Patent posture

WorldModel™ is patent-pending in its entirety. Predecessor and adjacent technologies are covered by issued patents, including Alice® Body of Knowledge, ListenAssist™, and AV++®.

Use of this reference

This document is the canonical reference for WorldModel™. It may be cited in scholarly work, specification documents, master-planning narratives, procurement language, and editorial coverage. The trademarked terms must be preserved with their trademark markings on first use in any derivative work.

Companion works

Two companion books expand this reference. Hyper-Personalized Venues — A CEO’s Guide develops the strategic framework for decision-makers. The World Model — Governed AI for Hyper-Personalized Venues develops the complete technical reference for implementers. Both are available worldwide.

Go deeper.