Zoo Labs Foundation

Research

Open AI research advancing frontier models, decentralized training, and formal verification. Everything we publish is open access.

7

Papers

102

ZIP Specifications

15

Formal Proofs

45+

Open Models

Papers

HLLM with Training-Free GRPO

99.8% cost reduction in AI training ($18 vs $10,000+). 82.7% AIME24 accuracy via Hamiltonian invariant optimization.

2025PDF

Experience Ledger & Decentralized Semantic Optimization

Byzantine-robust curation protocol. IPFS/Arweave storage, 7680-dim embeddings. $3,726 annual cost vs $50K+ for fine-tuning.

2025PDF

Zoo Network Architecture

L2 AI specialization layer with HLLM integration, federated learning, and experience ledger on the Lux-Hanzo-Zoo stack.

2025PDF

Gym Training Platform

100+ model support, 8 training methods, educational democratization. 2.5 years of open-source evolution.

2025PDF

Zoo Tokenomics

100% airdrop model, validator requirements, contribute-to-access economics, DAO governance. 2T total supply.

2025PDF

Zoo Foundation Mission

Conservation AI, educational AI, frontier AI research. 87K users, 420K models trained, 142 countries.

2024PDF

ZIP-002: Zen-Reranker

Native 7680-dimensional embeddings, BitDelta compression (31.87x), Byzantine aggregation. 94.7% Recall@5.

2025PDF

Formal Proofs

Every critical system is formally verified in Lean 4 and TLA+. No hand-waving — machine-checked proofs of correctness.

DSO.lean

Decentralized Semantic Optimization convergence and safety

ExperienceLedger.lean

Experience ledger Byzantine fault tolerance

Personalization.lean

Personalization mechanism privacy guarantees

Embedding.lean

Embedding space metric properties

Gym.lean

Gym training platform verification

ZIP.lean

ZIP proposal mechanism correctness

AgentNFT.lean

Agent NFT ownership and transfer proofs

Contribution.lean

Contribution tracking integrity

Compensation.lean

Reward distribution fairness

Treasury.lean

Treasury management invariants

AMM.lean

Automated Market Maker solvency

Staking.lean

Staking mechanism security

Bridge.lean

Cross-chain bridge safety

Token.lean

Token contract properties

Wave.tla

TLA+ protocol wave specification

Zoo Improvement Proposals

102 specifications governing everything from model architecture to tokenomics to governance. Community-driven, publicly reviewed, formally specified.

ZIP-0000

Zoo Ecosystem Architecture & Framework

ZIP-0001

Hamiltonian Large Language Models (HLLMs)

ZIP-0003

Eco-1: z-JEPA Hyper-Modal MoE Architecture

ZIP-0005

Post-Quantum Security for DeFi & NFTs

ZIP-0006

User-Owned AI Models (NFT-Based Ownership)

ZIP-0007

BitDelta + DeltaSoup Personalized AI

ZIP-0009

Unified BitDelta Architecture

ZIP-0010

Zoo Launch Models (Eco-1, Coder-1, Nano-1)

View all 102 ZIPs →

ResearchDAO

Decentralized research funding. Smart contract-governed grants with on-chain transparency. No gatekeepers, no bureaucracy.

$8.4M

Total Funded

342

Projects

14 days

Avg. Funding Time

Support Open AI Research

Every donation funds open-source models, research papers, and formally verified systems. 501(c)(3) tax-deductible.

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