Sovereign Certification & Deterministic Benchmarking for Frontier AI.

Institutional-grade statistical referee for foundation models

Drop your evaluation logs. Get a verdict anyone can recompute, a fingerprinted badge and a paper-ready table, without a single byte leaving this tab.

Four pillars

• Flagship Referee Arena — Put up to four Tier-1 models head-to-head on 500 real tasks and get the SATT Sovereign Verdict™.
• Banking, Hospital & Defense Audit — Quantization equivalence, patient-safety error bounds, air-gap evidence and seed-variance audits.
• Certification, Reports & Badges — Paper-ready reports, cryptographic trust badges and the embeddable referee widget.
• Universal 12-Format Vault — Decode, seal and convert evaluation files with a SHA-256 Merkle integrity ledger.

Methodology (deterministic)

• Contamination / Memorization Shield — Detects benchmark memorization and cherry-picked evaluation noise.
• Pareto Efficiency Frontier — Cost–quality trade-offs for regulated deployments.
• Bayesian ROPE — Region of practical equivalence for statistical verdicts (SATT Sovereign Verdict™).

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