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KV4
A multi-plane semantic operating system design: separating knowledge, validation, and execution into clean, deterministic planes.
StatusResearch
StageDesign
StackArchitecture
OwnerAndrew
The problem
Most AI-assisted systems blur knowledge, reasoning, and action together, which makes them hard to govern and impossible to reproduce.
Approach
- Model the system as independent planes with explicit contracts between them.
- No hidden state or globals; each plane is testable on its own.
- Deterministic ordering so the same input produces the same result.
What's next
- Write the plane contracts spec
- Prototype the validation plane
- Map GROMA and the Research Engine onto KV4