Software and retained progress
Work through a sample learning-App change, inspect an imported instruction and explore a repair while preserving sample progress.
Governance prototype and interactive demonstration
4P3X Guardian AI™
Explore how APEX and Guardian can review proposed actions, recognise missing information and keep consequential decisions under human control.
Explore the public scenarios
Hardware decision-making
Inspect a bounded design task, its constraints and the decisions that need review before accepting a proposed change.
Adaptive education
Change a sample subject, language or learning level and explore another explanation or teaching step.
Compromised-agent containment
Inspect suspicious action proposals, a containment decision and the point where human review is required.
Reviewed learning and updates
Compare a proposed update with its evidence, explore local adoption and rollback, and keep a correction separate from permission to act.
Conceptual architecture map
Inspect how roles, proposed controls and decisions relate. A separate-looking component in a diagram does not establish an independent security boundary.
Human control is a system requirement
Permission and scope
Review what a proposed action is authorised to do, which information it needs and whether its consequences exceed the agreed task.
Containment and override
Explore how an unsafe agent proposal can be held, stopped and reviewed. An illustrative stop control must be independently tested before relying on it in a real system.
Traceable review
Keep the proposed action, observed result, failures and repair understandable. Review evidence before approving a change or widening authority.
Prototype stage: production release remains on hold
The public scenarios use sample state and local interactions. They explain a developing governance approach and do not control real infrastructure, protect visitor devices or establish universal production safety.
Next milestone: evaluate a representative non-production workflow using synthetic or explicitly approved data, independent review and agreed success and failure criteria. Complete agent integration, target-device acceptance and operational assurance remain separate work.
The demonstration remains available while a replacement Guardian film is being prepared.