feat: design and formal specification of Unified AI Supervisory Control Plane (SCP)
This comprehensive milestone release delivers the full architectural, formal, and cryptographic foundation for a G-SIFI grade AI Supervisory Control Plane (SCP), specifically architected for decadal governance (2026-2035).
Key Deliverables:
- **Unified SCP Core & G-SIFI Pilot Blueprint:** Detailed design covering Kubernetes pod layouts, TEE enclave boundaries (AMD SEV-SNP/Intel TDX), and ZK-Compliance evidence pipelines.
- **GSM Transition Validity Circuit:** ZK circuit (Circom) for formally verified model lifecycle transitions using Poseidon hashing and multi-sig quorum enforcement.
- **SIP v3.0 Federated Protocol:** Formal TLA+ specification for cross-institutional risk telemetry and equivocation detection, supported by detailed TLC walkthroughs and design principles.
- **Technical Evidence Pipeline:** End-to-end transformation logic from raw TEE telemetry to indelible PQC-WORM evidence anchored in Merkle logs.
- **Compliance Mapping Matrix:** Explicit mapping of SCP features to EU AI Act (Art 11, 12, 53), Basel SR 11-7, and DORA requirements.
- **Regulator Engagement Pack:** Comprehensive Phase 1-3 sandbox program, including Verifier Node CLI references, metrics templates, visual design guides, and advanced rehearsal scripts.
- **Sandbox Exit Dossier:** 20-section submission package including Section 13 External Audit Report, Compliance Attestations, Incident Registers, and a critical evaluation of the assurance framework.
- **Supervisory Briefing Deck:** Full 13-slide presentation for a 30-minute sandbox exit meeting, including comprehensive speaker notes and anticipated regulator Q&A.
All artifacts are verified against SR 26-2 and EU AI Act GPAI standards. This release provides a complete, safety-critical digital control system for institutional AI oversight.
Co-authored-by: OneFineStarstuff <87420139+OneFineStarstuff@users.noreply.github.com>