QUANTUM-SAFE INFRASTRUCTURE

Resilient bridges between the quantum and classical worlds.

Paraxiom Technologies Inc. designs mission-ready infrastructure for a world where trust cannot be assumed — it must be engineered. We integrate quantum cryptography with decentralized systems to deliver verifiable, tamper-resistant architectures.

Quantum-safe oracles & consensusPost-quantum identity & authenticationFederated & distributed AI governance

Presentations

Technical deep-dives and architectural overviews

Node Operator Dashboard

Validator management interface with LCARS-style design. Real-time status, QRNG pool, QKD routing, and signal monitoring.

Dashboard Operators

CCAE Framework

Coherence & Compliance Adversarial Evaluation. Stateful fuzzing of consensus trajectories with ModulusZK integration.

Security STARK

Proof of Coherence

Consensus mechanism based on quantum coherence metrics. Harmonic oscillator physics mapped to validator coordination.

Consensus Physics

Notarial Service

Quantum-safe document attestation with SPHINCS+ signatures. Ricardian contracts on IPFS with on-chain anchoring.

DApp IPFS

Signal Dashboard

Tao Signal Agent interface. Real-time oracle feeds, QRNG entropy pool status, and validator coordination dashboard.

Signals Oracle

Open Source

Active repositories on GitHub

quantumharmony

Quantum-native blockchain with post-quantum signatures (SPHINCS+), zero-knowledge proofs, and Proof of Coherence consensus.

Rust Substrate Post-Quantum ZK Proofs

tonnetz-ai

Harmonic topology for neural network organization. Byzantine-robust consensus via musical lattice constraints.

Python ML Topology

federated-learning

Deep reinforcement learning for federated task scheduling across distributed nodes.

Python DRL Federated

Paraxiom

Organization: All Paraxiom repositories including oracles, QKD clients, and infrastructure tools.

Organization 20+ repos

Publications

Research papers on Zenodo and web

ERLHS

A Hamiltonian Framework for Coherence-Preserving Machine Intelligence

DOI: 10.5281/zenodo.17928909

Karmonic Mesh

Spectral Consensus on Toroidal Manifolds

DOI: 10.5281/zenodo.17928991

Proof of Coherence

QKD-Based Distributed Consensus Mechanism

DOI: 10.5281/zenodo.17929054

Toroidal Mesh

10K TPS with SPHINCS+ via Parallel Verification

DOI: 10.5281/zenodo.17931222

Toroidal Governance

Tonnetz Manifold Governance (Defensive Publication)

DOI: 10.5281/zenodo.17929091

Topological Coherence

Why Geometry Prevents Hallucination — Validated +20% on TruthfulQA

Augmented Democracy

Coherence-Constrained Democratic Infrastructure with Epistemic Gates

Web

Quantum Preservation Pattern

Coherence Boundaries, Sync Semantics, and Rust Patterns

Web

All publications: github.com/Paraxiom/publications

Products

Pioneering technologies under active development.

Quantum–Classical Bridge & Oracle

Verified data across quantum and classical domains

Paraxiom builds a secure bridge between the quantum and classical worlds. Our oracle framework provides verified, tamper-proof data, combining classical information (financial metrics, IoT telemetry, system signals) with quantum-sourced data for next-generation security and computation.

Hybrid oracle: classical + quantum data streams
High-entropy feeds for blockchains and secure systems
Designed for QKD-enabled networks and testbeds

BB84 QKD Integration

Quantum key distribution for real networks

BB84 (Bennett & Brassard, 1984) is the foundational quantum key distribution protocol. Paraxiom integrates BB84-style QKD into distributed systems as a first-class cryptographic primitive.

Quantum-secure keys for data encryption
Eavesdropping detection on untrusted channels
Long-term protection against classical & quantum attacks

Quantum Data Streams

Native quantum signals inside the oracle

The oracle ingests quantum data alongside traditional feeds, enabling applications that cannot be executed on classical infrastructure alone.

QRNG outputs for secure cryptography & simulation
Quantum sensor measurements (defense, climate, medical, geophysics)
Quantum-enhanced predictions for AI, consensus, and risk analysis

AI Model Governance

Traceable, accountable AI pipelines

AI Model Governance at Paraxiom ensures that AI systems operate with transparency and accountability. Blockchain-anchored trails capture model versions, training data lineage, and policy constraints.

Immutable audit trails for model lifecycle
Quantum-enhanced security for sensitive data
Regulatory-grade traceability and policy enforcement

TAO Signal Infrastructure

Quantum-attested trading intelligence for AI agents

B2B signal infrastructure combining TAO/Bittensor subnet intelligence with post-quantum attestation. X402 micropayments enable machine-to-machine transactions.

54+ live endpoints: TAO subnets, emissions, validator stats
X402 protocol for AI agent micropayments
SPHINCS+ signatures for signal provenance
On-chain attestation and verifiable track record

API Documentation →

News & Milestones

Snapshot of recent work across testbeds, protocols, and research.

Q1 · 2026

QuantumHarmony Public Beta — Code Released

Full source code released. 600+ tests passing. Post-quantum blockchain ready for collaborators, testers, and security auditors.

Full source code: quantumharmony + polkadot-sdk + parity-scale-codec forks
600+ unit and integration tests across 15+ pallets
Docker deployment for node operators
Seeking security auditors for mainnet preparation

GitHub: Paraxiom/quantumharmony | Telegram: t.me/quantumharmony

Q1 · 2026

TAO Signal Infrastructure — B2B API Live

Signal intelligence API with quantum-secured attestation. X402 micropayments for AI agents. Live TAO subnet data.

54+ endpoints: TAO/Bittensor real-time data, 32 subnets
X402 protocol for machine-to-machine payments
SPHINCS+ signal attestation and provenance
B2B infrastructure model

Live: Signal API | Docs: API Documentation

Q4 · 2025

QuantumHarmony Testnet LIVE

Public testnet launch with post-quantum cryptography, zero-knowledge proofs, and the Notarial Service demo application.

SPHINCS+-SHAKE-256f post-quantum signatures (NIST standard)
Pedersen commitments with BLS12-381 curve for ZK proofs
Ricardian Contracts pallet with 34 comprehensive tests
3-node validator network producing blocks continuously
Live demo: quantumharmony.network

GitHub: Paraxiom/quantumharmony

Q1 · 2025

KIRQ Quantum Testbed · Phase 0 → Phase 1

Paraxiom completed Phase 0 integration with the KIRQ quantum testbed and is advancing through Phase 1. Over 38 automated tests have passed across subsystems.

Rust QKD client integrated as a library within Quantum Harmony (Substrate-based)
Quantum-enhanced VRF for secure validator selection
SPHINCS+ post-quantum signatures for node authentication
ZK proofs for privacy-preserving identity validation
Next step: integration with Crypto4A HSM for secure quantum key handling

Testbed: KIRQ Quantum Testbed

Q2 · 2024

Federated Learning Algorithm

Federated learning simulation with deep reinforcement learning (DRL) for task scheduling across distributed nodes.

Code: github.com/Paraxiom/federated-learning

Q4 · 2023

Kudos Carnival · Silvereau · 3rd place (tie)

Recognition in the Kudos Carnival for creative technical work.

Leaderboard: morekudos.com/carnival

Q1 · 2023

Paraxiom Federated & Decentralized Parachain Oracle

Design of a native parachain oracle in the DotSama ecosystem: data aggregation, trustless feeds, and game-theoretic staking/slashing.

Repos: github.com/Paraxiom

Services

Collaboration modes for labs, infrastructure providers, and founders.

Systems R&D

Quantum-safe infrastructure design

Applied research at the boundary of cryptography, QKD-enabled networks, and distributed systems. From architecture sketches to working prototypes.

QKD & PQC integration into existing networks
Oracle and consensus design for critical systems
Testbed-driven validation (e.g. KIRQ)

Consulting

From legacy stacks to post-quantum readiness

Advisory work for teams needing pragmatic paths from classical trust models to quantum-aware security.

Threat modelling in a post-quantum horizon
Migration strategies without hard forks
Architecture reviews and design clinics

Mentoring & Education

Translating theory into tools teams can use

Workshops and mentoring for developers, researchers, and operators working with distributed systems, blockchains, and quantum-adjacent tech.

Intro / deep-dive sessions on PQC, QKD, and oracles
Hands-on labs with open-source prototypes
Support for student and lab projects

Contact

Open to collaborations with testbeds, energy networks, telecoms, and deep-tech teams.

Hiring is currently paused, but collaborations are not. If you operate a testbed, critical infrastructure, or a deep-tech venture and want to explore quantum-safe architectures, get in touch.

Email: sylvain@paraxiom.org
Location: Montreal, Canada (Eastern Time)
Founder: Sylvain Cormier
LinkedIn: linkedin.com/in/sylvain-c-0592805
GitHub: github.com/Paraxiom

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