The December 2025 announcement introduced WorldModel™ and the Cognitive Governance Layer™ as an architectural approach to intelligent physical environments. Its central question remains useful: how can many systems act together while respecting the purpose, permissions and operational limits set by the venue?
A common context for the place
WorldModel brings relevant operational context together so that connected systems can make consistent decisions. That context may include spatial relationships, device state, schedules, occupancy and permitted visitor preferences. Each source needs a defined meaning, freshness and confidence; a model should not treat incomplete observations as certainty.
This is an architecture for coordinating systems around a shared understanding. The scope of a real model depends on the systems, information and permissions actually integrated into it.
Governance at the point of action
The Cognitive Governance Layer, CGL™, evaluates proposed actions against the venue’s configured values, constitution and applicable constraints. A proposal to adapt a story or change an operational setting needs an authorized route to execution. Human authority and the relevant safety controls remain part of the design.
TECHNICAL DETAILThe reference architecture today
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The current WorldModel.global architecture publishes ten layers and eleven cross-cutting policies. Its layers address values and constitution, cognitive governance, time, identity continuity, environmental dynamics, multi-agent orchestration, federation, resilience, operational safety override and assurance/audit.
These roles are distinct. OSOL™ provides hard-priority operational safety override within the specified architecture. AAL™ records assurance and audit evidence without acting as a gate that approves or delays actions. Federation preserves the authority of the participating venue. The current reference defines those relationships.
From published architecture to a working scope
WorldModel: Patent pending. The filing history and published framework describe intellectual property and architecture. Implemented components, demonstrations and project qualifications establish what a specific system can do.
Mad’s current work brings WorldModel into the wider Mad Intelligence™ direction, alongside AV++®, QuickSilver and Hatter. Working platform functions and demonstrations provide useful starting points. Wider governance integration and continuing-engineering behaviors are identified with their development and qualification needs on the current pages.
For a venue or technology partner, the practical next step is to define the intended actions, the systems involved and the evidence needed before authorizing those actions.