Dual-Intelligence methodology
Mind 2 (Requirement Engine) resolves which inputs are missing, derivable, or blocked before calculation. Mind 1 (Validation Engine) checks dimensions, invariants, and oracle/scenario coverage after calculation. The LLM layer is interface-only — never the calculation authority.
- Contract-driven input requirements
- Deterministic formula paths in production
- Oracle and scenario audits in governance pipeline
- Blocked results when validation fails