— Separation of data, scoring logic, and proof
— Cryptographic proof generation active
— Verification semantics validated in pilot environments
— Privacy-preserving behavioral scoring implemented
— Proof-based verification flow operational
— Integration with real-world behavioral signal sources
— Controlled institutional pilot contexts
— Research-supported validation environments
— Regulated use-case exploration settings
— Scoring robustness in real-world conditions
— Consistency of proof generation and verification
— Privacy guarantees under institutional constraints
— Auditability for regulated decision processes
— Privacy-preserving scoring
— Verifiable correctness
— Regulatory auditability
— Long-term interoperability
— Expansion of controlled institutional pilots
— Strengthening of verification and audit semantics
— Formalization of integration interfaces