Academic-grade verification ensures deterministic economics results are mathematically provable, reproducible, and resistant to manipulation across time and institutions.
Zero-Knowledge Proofs
Integrity ✓
Model correctness verified without exposing sensitive raw data.
Merkle Anchors
Consistency ✓
All datasets hashed into a Merkle root with SHA-256 digest for tamper-proof anchoring.
Post-Quantum Signatures
Future-Proof ✓
Kyber, Dilithium, and Falcon signatures guarantee resilience beyond classical cryptography.
Cross-Model Validation
Coherence ✓
Results compared across DSGE, Solow, I-O, CBA, and EKC for systemic consistency.
Temporal Backtesting
Reliability ✓
All projections validated against historical datasets (1990–2023) to ensure robustness.