ZIPsZoo Proposals
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AI & Machine Learning

AI-powered systems for wildlife monitoring and conservation intelligence.

ZIP-0400 to ZIP-049910 proposals

Key Topics

Species detectionPoaching preventionHabitat analysisConservation agents

About AI & Machine Learning

AI ZIPs define protocols for machine learning models that monitor wildlife populations, detect poaching activities, analyze habitat health, and power intelligent conservation agents. Our zLLM (training-free) approach enables efficient, decentralized AI deployment.

10
Total
6
Final
0
Review
4
Draft

AI & Machine Learning Proposals

ZIP-0408
Unified Multimodal Architecture (Jin)

Jin -- a unified architecture processing vision, language, audio, and 3D within a single transformer, enabling cross-modal reasoning and generation

Final
ZIP-0409
Active Semantic Optimization (ASO)

Protocol for continuous model improvement through active learning, semantic feedback loops, and human-in-the-loop optimization

Final
ZIP-0418
Hamiltonian Large Language Models (HLLM)

Hamiltonian mechanics applied to LLM training and inference, using energy-conserving dynamics for stable optimization and interpretable reasoning

Final
ZIP-0419
Proof of AI Consensus (PoAI)

Consensus mechanism where validators prove useful AI work (training, inference, verification) to earn block rewards

Final
ZIP-0428
Knowledge Distillation Pipeline

Systematic pipeline for distilling large Zen models into smaller, deployment-efficient variants while preserving domain expertise

Final
ZIP-0429
Multilingual 100+ Language Coverage

Native multilingual support across 100+ languages for Zen models, with emphasis on languages spoken in biodiversity hotspot regions

Final
ZIP-0448
ZRC-20: Fungible Token Standard

Conservation-aware fungible token standard for the Zoo ecosystem with impact tracking and auto-donation extensions

Draft
ZIP-0449
ZRC-721: Non-Fungible Token Standard

Conservation NFT standard with species metadata, provenance chain, and royalties directed to conservation funds

Draft
ZIP-0450
ZRC-1155: Multi-Token Standard

Multi-token standard for batch operations supporting conservation badges, in-game items, and multi-asset portfolios

Draft
ZIP-0451
Token-Bound Accounts for Wildlife NFTs

ERC-6551 token-bound accounts enabling wildlife NFTs to own assets, receive donations, and accumulate conservation history

Draft