Our Publications

Reference documents that detail our technical approach and our vision of digital sovereignty.

March 2026 — Zero-Knowledge AI: Towards Privacy-Respecting Artificial Intelligence : This white paper explores the intersection between artificial intelligence and zero-knowledge proofs. How to enable AI to verify and act without ever exposing users' sensitive data. An approach that reconciles computing power with respect for privacy.

January 2026 — TRINITY Protocol v7.6.5 — Complete Post-Quantum Architecture : Detailed technical documentation of the TRINITY protocol in its version 7.6.5. ALFRED-ADELE-ALADIN trinary architecture, ML-KEM-1024 and ML-DSA-87 algorithm integration, 20+ services infrastructure, and autonomous ethical governance framework.

November 2025 — Digital Sovereignty in Canada: A Framework for Technological Autonomy : In-depth analysis of digital sovereignty issues in Canada and Quebec. Proposal for a legislative and technical framework to guarantee the technological autonomy of citizens and organizations against digital giants.

Technology Roadmap

Our vision for the next development stages of the TRINITY protocol and the SVP Foundation.

Q2 2026 (NEXT) — Global AI Alliance : International expansion of the AI Alliance framework · Partnerships with digital sovereignty organizations · Publication of ethical framework v2.0

Q3 2026 (PLANNED) — TRINITY v8.0 : Complete multi-hub architecture · SLH-DSA (SPHINCS+) integration · ALFRED v3 with federated learning

Q4 2026 (PLANNED) — Certification & Audit : Independent external security audit · SOC 2 Type II certification process · Annual transparency report

Q1 2027 (VISION) — Decentralized Sovereignty : Multi-country decentralized infrastructure · Sovereign digital identity (SSI) · Research grant program

Open Source Contributions

We believe that everyone's security is everyone's business. Our contributions enrich the open source ecosystem.

PQ-Toolkit (Cryptography) — Toolkit for implementing post-quantum cryptography. ML-KEM and ML-DSA support with simplified interfaces.

EthicsEngine (AI Governance) — Open source framework for ethical AI governance. Rules of Engagement implementation and automated audit trail.

VaultKit (Secrets Management) — Secure secrets management kit with post-quantum encryption. Compatible with PKCS standards and modern HSMs.