AegisSovereignAI: The Cross-Ecosystem Trust Layer for the Distributed Enterprise. Verifiable Identity, Hardware-Rooted Integrity, and Sovereign AI Governance - from Silicon to Prompt. Unifying AI, Cloud-Native, and Decentralized architectures.

A2SPA — a security protocol enforcing cryptographic authorization at execution time for agentic AI systems.

Combat fake news with cryptographic image verification. Origin Lens analyzes C2PA Content Credentials and EXIF metadata to detect AI-generated content, verify digital signatures, and reveal complete edit history. Privacy-first open source iOS app with on-device verification. (arXiv:2602.03423)

Deterministic verification authority

Ambient AI VCP is a production‑ready system for running distributed AI workloads across diverse machines. It uses secure WASM sandboxing, supports federated learning, and verifies results with zero‑knowledge proofs to ensure correctness without exposing raw data.

OBINexus Governance Validation Framework - A comprehensive enterprise-grade framework implementing Data-Oriented Programming principles for systematic component validation, build pipeline verification, and governance compliance. The Gov-Clock framework provides XML manifest integration, cryptographic integrity verification, peer-to-peer topology.

Deterministic multi-perspective AI consensus engine with cryptographic trace verification and formal convergence guarantees.

Defines new professional and career roles—such as Constraint Architects—emerging as AI systems move governance from human interpretation to execution-time constraint under 512-style kernels and CVS evidence layers.

USD-N defines a deterministic, reserve-constrained U.S. dollar tender whose issuance and redemption are derived from verifiable reserves and enforced by invariant-driven policy rules, with a fully hash-chained and replay-verifiable monetary history.

Pre-delivery truth infrastructure

Eziokwu: Heart-centered AI accountability framework for verifying algorithmic decision-making and organizing evidence for regulatory evaluation. Truth infrastructure built on Igbo philosophical principles.

Regulator-side reference PoC for independently verifying anchored Merkle proofs of multi-entity trading logs (VCP Gold/Platinum). Includes Merkle inclusion + external anchor verification and a red/green integrity dashboard.

Deterministic execution boundary for AI systems enforcing signed approvals, replay protection, and cryptographic receipts.

🔒 Secure AI at the edge by binding user, device, and workload identities to ensure integrity, compliance, and trusted operations in real-time.