SIMPLE TASK
Lighter cognitive effort
Direct work where the context is clearer and the impact is more contained.
PUBLIC TECHNOLOGYARCHITECTURAL DIRECTION
05 — GOVERNANCE
CONTROL THE EXECUTION.
DO NOT SCRIPT THE INTELLIGENCE
QDAIS is designed so governance can control what may happen without unnecessarily deciding what AI is allowed to think of.
AI FREEDOM + GOVERNANCE
POWERFUL AI NEEDS A RESPONSIBLE SYSTEM BOUNDARY
Governance is not intended to remove AI capability. It is intended to make AI usable inside real systems without allowing cognition to become uncontrolled execution.
AI cognition and the deterministic QDAIS runtime have complementary responsibilities.AI contributes interpretation and adaptation. The QDAIS runtime governs what may execute.
AI CONTRIBUTES
Cognitive freedom
- interpretation
- semantic understanding
- evaluation
- alternatives
- strategy
- creativity
- adaptation
- learning
RUNTIME GOVERNS
Controlled execution
- identity
- authority
- boundaries
- sequence
- permitted actions
- persistence
- replay
- audit
SELF-REGULATION
NOT EVERY TASK NEEDS THE SAME COGNITIVE EFFORT
QDAIS can support different levels of cognitive work based on the nature and context of a task. The public view shows the idea, not private implementation details.
A conceptual spectrum of cognitive effort.Simple work can receive lighter cognitive effort, while complex, uncertain or high-impact work may receive deeper cognition, additional information and stronger review.
COMPLEX / UNCERTAIN / HIGH-IMPACT
Deeper cognition. More information. Stronger review
Work may call for a broader and more careful public cognitive view.
- Importance
- Urgency
- Uncertainty
- Risk
- Missing knowledge
- Available resources
GOVERNED SELF-CORRECTION
SYSTEMS THAT CAN EXAMINE THEIR OWN OPERATION
QDAIS architecture can support controlled self-check and correction workflows. A system may detect an issue, evaluate a possible correction and release only after review and approval.