Post-Quantum Secure, High-Performance Blockchain Infrastructure By Zach Kelling β Hanzo Industries | Lux Industries | Zoo Labs Foundation
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This repository contains 28 comprehensive research papers for the Lux blockchain platform, the foundational Layer-0 supporting Hanzo (AI Compute) and Zoo (AI/ML Specialization) networks. Coverage includes consensus protocols, post-quantum cryptography, DeFi innovations, cross-chain interoperability, privacy-preserving smart contracts, NFT marketplaces, identity management, and multi-chain AI integration.
All papers are written in LaTeX and automatically compiled to PDF via GitHub Actions.
| # | Paper | File | Description | |
|---|---|---|---|---|
| 1 | Lux Consensus | lux-consensus.tex |
- | Multi-consensus architecture (Wave, Focus, Quasar) |
| 2 | Quantum Consensus | lux-quantum-consensus.tex |
π | Post-quantum cryptography with Dilithium signatures |
| 3 | Quasar Consensus | lux-quasar-consensus.tex |
π | Dual-certificate quantum-secure finality (BLS + Ringtail) |
| 4 | FPC Consensus | lux-fpc-consensus.tex |
π | Fast Probabilistic Consensus with adaptive thresholds |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 5 | A-Chain | lux-achain-attestation.tex |
π | TEE attestation & AI compute verification (Intel SGX, AMD SEV-SNP, NVIDIA H100, ARM CCA) |
| 6 | G-Chain | lux-gchain-graphql.tex |
π | Universal GraphQL query engine with BadgerDB |
| 7 | M-Chain | lux-mchain-mpc.tex |
π | MPC threshold custody (CGG21, MuSig2, FROST, Ringtail) |
| 8 | Z-Chain | lux-zchain.tex |
π | Privacy-preserving smart contracts (zkEVM, FHE, TEE) |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 9 | Lux Bridge | lux-bridge.tex |
π | Cross-chain with ZK light clients & IBC integration |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 10 | Lightspeed DEX | lux-lightspeed-dex.tex |
π | HFT-optimized DEX with 261ms latency & FPGA matching |
| 11 | Lux Credit | lux-credit-lending.tex |
π | Self-repaying lending with 90% LTV & 11% APY on LUX |
| 12 | Oracle Infrastructure | lux-oracle-infrastructure.tex |
π | AI oracle (LP-106) + traditional price feeds (Chainlink, Pyth) |
| 13 | Perpetuals & Derivatives | lux-perpetuals-derivatives.tex |
π | GMX2 integration with funding rates & liquidation engine |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 14 | Lux.market NFT | lux-market-nft.tex |
π | NFT marketplace with Reservoir aggregation across 14+ chains |
| 15 | Lux ID IAM | lux-id-iam.tex |
π | Identity & access management (OAuth 2.0, OIDC, SAML, WebAuthn, MFA) |
| 16 | Lux ID DID Specification | lux-id-did-specification.tex |
π | Decentralized identifiers (did:lux: format specification) |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 17 | Governance & DAO | lux-governance-dao.tex |
π | Multi-ecosystem DAO (Lux, Zoo, Hanzo) with holographic consensus |
| 18 | DAO Governance Framework | lux-dao-governance-framework.tex |
π | Azorius framework with ERC6551 NFT governance tokens |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 19 | NTT Transform | lux-ntt-transform.tex |
π | 85% gas reduction for PQ crypto on EVM (FALCON, Dilithium, STARKs) |
| 20 | ETHFALCON | lux-ethfalcon-post-quantum.tex |
π | Post-quantum FALCON signatures optimized for Ethereum |
| 21 | Universal Threshold Signatures | lux-universal-threshold-signatures.tex |
π | Unified threshold signature framework (CMP, FROST, LSS, Doerner, Ringtail) |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 22 | Verkle Trees | lux-verkle-trees.tex |
π | Constant-size proofs (~150 bytes) for stateless clients |
| 23 | Fraud Proofs | lux-fraud-proofs.tex |
π | Optimistic rollups with interactive bisection game |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 24 | TEE Computing Mesh | lux-tee-computing-mesh.tex |
π | Distributed TEE network for confidential computing (SGX, SEV-SNP, TDX, CCA) |
| # | Paper | File | Description | |
|---|---|---|---|---|
| 25 | fhEVM | fhe/fhevm/main.tex |
π | Fully Homomorphic Ethereum Virtual Machine with encrypted types (euint8, ebool) |
| 26 | fheCRDT | fhe/fhecrdt/main.tex |
π | CRDTs over Encrypted State with lattice preservation proofs |
| 27 | Voting | fhe/voting/main.tex |
π | Verifiable Encrypted Voting with deniable encryption & coercion resistance |
| 28 | ML Privacy | fhe/ml-privacy/main.tex |
π | Privacy-Preserving ML at Scale with FHE-friendly neural networks |
The Lux-Hanzo-Zoo-Zen ecosystem has published 58 comprehensive research papers:
- Lux (L0): 24 papers on consensus, post-quantum crypto, DeFi, cross-chain
- Hanzo (L1): 5 papers on compute infrastructure, ASO/DSO, HMM
- Zoo (L2): 7 papers on AI training, tokenomics, HLLM
- Zen: 22 papers on efficient LLMs with spatial reasoning
Validator Economics:
- Lux validators: 1M LUX stake (high security, L0 foundation)
- Hanzo validators: 0 tokens (self-mine via compute contribution)
- Zoo validators: 1,000 ZOO stake (democratic participation, accessible)
Research Integration:
- Lux A-Chain provides TEE attestation for Hanzo compute verification
- Lux Quasar consensus integrates with Zoo's PoAI (Proof of AI)
- Zen models (7680-dim embeddings) power Zoo's Experience Ledger
- Hanzo HMM uses Lux Bridge for cross-chain economic settlement
- ASO: Active Semantic Optimization (Training-Free GRPO, PoE decoding)
- DSO: Decentralized Semantic Optimization (Byzantine-robust aggregation)
- HMM: Hamiltonian Market Maker (Compute pricing via H(Ξ¨,Ξ) = ΞΊ)
- Network Architecture: Complete infrastructure design
- Network Whitepaper: Economic model & tokenomics
- Foundation Mission: 501(c)(3) non-profit charter
- Network Architecture: Layered AI infrastructure
- Tokenomics: $AI token economics & governance
- Gym Platform: AI training infrastructure
- HLLM Training-Free GRPO: Hamiltonian LLM framework
- Experience Ledger DSO: Semantic memory system
- ZIP-002 Zen Reranker: Cross-model ranking system
- Family Overview: Complete Zen ecosystem (600M-480B params)
- Core Models: Nano, Eco, Coder, Omni, Next, Guard (6 papers)
- Creative Models: Artist, Artist-Edit, Designer-Instruct, Designer-Thinking (4 papers)
- Specialized Models: Scribe, Director, Foley, Musician, Video, Voyager, World (7 papers)
- Advanced: 3D, Agent, Technical, Reranker (4 papers)
# Clone repository
git clone https://github.com/luxfi/papers.git
cd papers
# Compile all 28 papers
make all
# Compile by category
make lux-consensus lux-quantum lux-quasar lux-fpc # Consensus (4)
make lux-achain lux-gchain lux-mchain lux-zchain # Chains (4)
make lux-bridge # Cross-chain (1)
make lux-dex lux-credit lux-oracle lux-perpetuals # DeFi (4)
make lux-market lux-id-iam lux-id-did # Web3 (3)
make lux-governance lux-dao-governance # DAO (2)
make lux-ntt lux-ethfalcon lux-universal-threshold-signatures # Post-quantum (3)
make lux-verkle lux-fraud # Layer 2 (2)
make lux-tee-computing-mesh # Advanced (1)
make fhe # FHE papers (4)
make fhe-fhevm fhe-fhecrdt fhe-voting fhe-ml-privacy # Individual FHE
# View PDFs (macOS)
make view
# Clean intermediate files
make clean@article{lux_papers_2025,
title = {Lux Network: Comprehensive Research Papers Collection},
author = {Kelling, Zach and {Hanzo Industries} and {Lux Industries} and {Zoo Labs Foundation}},
journal = {arXiv preprint},
year = {2025},
url = {https://github.com/luxfi/papers}
}Cross-ecosystem citations:
- Hanzo: https://github.com/hanzoai/papers (ASO, DSO, HMM)
- Zoo: https://github.com/zooai/papers (HLLM, DSO, Tokenomics)
- Zen: https://github.com/zenlm/papers (Efficient LLMs)
- Lead Author: Zach Kelling ([email protected])
- Organizations: Hanzo Industries | Lux Industries | Zoo Labs Foundation
- Research: [email protected]
- Security: [email protected]
- GitHub: luxfi | hanzoai | zooai
Last Updated: January 26, 2025 Total Papers: 28 Status: Active Development
Building the quantum-resistant, AI-integrated, multi-chain future of decentralized finance.