All Hanzo Improvement Proposals

Browse all 235 proposals organized by category. Use the sidebar to navigate or press Ctrl+K to search.

235

Total

111

Final

Review

110

Draft

Foundation & Models

13 proposals

Foundational specifications for Hanzo AI architecture, Hamiltonian LLMs, Jin multimodal AI, LLM Gateway, and core AI infrastructure.

HIP-0000Hanzo AI Architecture & FrameworkFinal HIP-0001AI Token - Hanzo's Native CurrencyDraft HIP-0002Hamiltonian Large Language Models (HLLMs) SpecificationDraft HIP-0003Jin Multimodal AI ArchitectureDraft HIP-0004LLM Gateway - Unified AI Provider InterfaceDraft HIP-0005Post-Quantum Security for AI InfrastructureFinal HIP-0006Per-User Fine-Tuning Architecture for Personalized AIDraft HIP-0007Active Inference Integration for Hamiltonian LLMsDraft HIP-0008HMM (Hanzo Market Maker) - Native DEX for AI Compute ResourcesDraft HIP-0008Model Context Protocol (MCP) Integration StandardsDraft HIP-0009Agent SDK - Multi-Agent Orchestration FrameworkDraft HIP-0009Chat Interface StandardDraft HIP-0010Search Interface StandardDraft

Application Interfaces

17 proposals

Standards for chat, search, workflow, deployment, computer control, document processing, analytics, payments, and more.

Infrastructure Services

18 proposals

IAM, secrets management, databases, event streaming, observability, storage, CI/CD, and cloud platform standards.

Developer Tools & SDKs

12 proposals

Multi-language SDKs, CLI tools, vector search, inference engines, API gateways, documentation, embeddings, analytics, DID, and DNS.

Cloud Infrastructure

12 proposals

Edge computing, security guard, integration hub, monitoring, zero-trust, message queues, pub/sub, ML pipelines, and databases.

Platform Services

7 proposals

Serverless functions, notifications, scheduling, feature flags, log aggregation, backup/DR, data governance, and federated learning.

HIP-0060Software Bill of Materials & Git Stamp StandardDraft HIP-0061Open Source Contributor Tracking & Payout StandardDraft HIP-0062Open AI Protocol & Decentralized Inference StandardDraft HIP-0063Mesh Identity, Gossip & Payments (PQ)Draft HIP-0065Hanzo-Lux Bridge Protocol IntegrationDraft HIP-0066Omnichain Bridge IntegrationFinal HIP-0067Bridge PQ-Only ProfileProposed

Quantum Computing

5 proposals

Quantum computing integration, quantum key distribution, quantum machine learning, and quantum random number generation.

HIP-0070Cloud — Unified Hanzo BinaryDraft HIP-0071Streaming Replication over VFSDraft HIP-0072Gateway as Edge ProcessDraft HIP-0072Gateway — Standalone Edge ProcessDraft HIP-0073Hanzo IAM Authentication StandardActive

Governance & Supply Chain

1 proposals

Software bill of materials, open source contributor payouts, and open AI protocol standards.

HIP-0074Cloud Infrastructure Topology StandardActive

Robotics & Physical AI

4 proposals

Robotics integration, computer vision pipelines, digital twin simulation, and sensor fusion/SLAM standards.

HIP-0080Robotics & Embodied AI Integration StandardDraft HIP-0081Computer Vision Pipeline StandardDraft HIP-0082Digital Twin & Simulation StandardDraft HIP-0083Sensor Fusion & SLAM StandardDraft

Biotech & Life Sciences

5 proposals

Brain-computer interfaces, genomics pipelines, drug discovery AI, synthetic biology, and medical AI standards.

HIP-0090Brain-Computer Interface (BCI) StandardDraft HIP-0091Genomics & Bioinformatics Pipeline StandardDraft HIP-0092Drug Discovery AI Pipeline StandardDraft HIP-0093Synthetic Biology & DNA Data Storage StandardDraft HIP-0094Medical AI & Clinical Decision Support StandardDraft

Cross-Chain Integration

7 proposals

Cross-chain bridge protocols and ecosystem interoperability with Lux Network and other chains.

HIP-0108On-Demand Subsystem Supervisor + Warm PoolDraft HIP-0109Hanzo ML Cloud ToolkitDraft HIP-0192Unified MCP Tools ArchitectureDraft HIP-0193Agent Runtime Protocols & Cross-Platform ParityDraft HIP-0194Hanzo Replicate: Encrypted SQLite Durability for Base ServicesFinal HIP-0195Hanzo adopts LP-0010: Brand Sovereignty and Federation DiscoveryFinal HIP-0196Hanzo adopts LP-0011: Onchain Federation RegistryDraft

Responsible AI & Ethics

6 proposals

Standards for ethical AI development, bias detection, model transparency, safety evaluation, and responsible deployment.

HIP-0200Responsible AI Principles and CommitmentsDraft HIP-0201Model Risk ManagementDraft HIP-0210Safety Evaluation FrameworkDraft HIP-0220Bias Detection & MitigationDraft HIP-0230AI Transparency & ExplainabilityDraft HIP-0240AI Incident ResponseDraft

Impact & Sustainability

51 proposals

Standards for sustainable AI compute, carbon-neutral infrastructure, efficient model practices, and positive social impact.

HIP-0250Sustainability Standards Alignment MatrixDraft HIP-0251AI Compute Carbon FootprintDraft HIP-0256Service CRDFinal HIP-0257Datastore CRDFinal HIP-0258SQL CRDFinal HIP-0259KV CRDFinal HIP-0260Efficient Model PracticesDraft HIP-0260DocDB CRDFinal HIP-0261S3 CRDFinal HIP-0262DNS CRDFinal HIP-0263Base CRDFinal HIP-0264LLM CRDFinal HIP-0265Ingress CRDFinal HIP-0266Gateway CRDFinal HIP-0267MPC CRDFinal HIP-0268Network CRDFinal HIP-0269Chain CRDFinal HIP-0270AI Supply Chain ResponsibilityDraft HIP-0270Validator CRDFinal HIP-0271Subnet CRDFinal HIP-0272analyticsFinal HIP-0273autoFinal HIP-0274billingFinal HIP-0275bot-docsFinal HIP-0276bot-gatewayFinal HIP-0277bot-hubFinal HIP-0278captableFinal HIP-0279cdnFinal HIP-0280AI for SustainabilityDraft HIP-0280cloudFinal HIP-0281cloud-agentFinal HIP-0282cloud-apiFinal HIP-0283commerceFinal HIP-0284commerce-adminFinal HIP-0285commerce-siteFinal HIP-0286consoleFinal HIP-0287console-workerFinal HIP-0288dnsFinal HIP-0289flowFinal HIP-0290Evidence Locker IndexDraft HIP-0290flow-siteFinal HIP-0291gatewayFinal HIP-0292grafanaFinal HIP-0293hanzo-appFinal HIP-0294hanzo-bot-siteFinal HIP-0295Hanzo AI Impact ThesisDraft HIP-0295hanzo-idvFinal HIP-0296hanzo-playgroundFinal HIP-0297iamFinal HIP-0298insights-captureFinal HIP-0299insights-kafkaFinal