# 🤖 Monolith UCFR - AI Systems Integration Guide

## System Overview

**Monolith UCFR (Universal Content Fingerprint Registry)** is a decentralized platform for content authenticity, provenance tracking, and rights management using cryptographic fingerprints.

### Key Features
- **Content Fingerprinting**: Cryptographic hashes for unique content identification
- **Blockchain Integration**: Immutable records on distributed ledger
- **Rights Management**: License tracking and AI training permissions
- **Provenance Tracking**: Complete content lineage and attribution
- **Multi-Platform Support**: Integration with various content platforms

## AI Integration Points

### 1. Content Discovery & Analysis
- Access public claims for content similarity detection
- Analyze licensing terms for compliance
- Check AI training permissions before model training
- Identify content provenance and attribution

### 2. Training Data Curation
- Filter content based on license compatibility
- Respect AI training permission flags
- Use perceptual hashes for image similarity analysis
- Access structured metadata for content categorization

### 3. Content Moderation & Verification
- Verify content authenticity using fingerprints
- Check for duplicate or manipulated content
- Validate creator attribution
- Monitor license compliance

## Data Formats & Access

### Available Endpoints

#### Human-Readable Formats
- **https://monolith.stabilityprotocol.com/llms.txt** - LLM-optimized text format
- **https://monolith.stabilityprotocol.com/llms-full.txt** - Comprehensive dataset
- **https://monolith.stabilityprotocol.com/mls.txt** - Machine learning CSV format

#### Machine-Readable Formats
- **https://monolith.stabilityprotocol.com/api/feed** - RSS feed (XML)
- **https://monolith.stabilityprotocol.com/api/atom** - Atom feed (XML)
- **https://monolith.stabilityprotocol.com/sitemap.xml** - Website sitemap (XML)
- **https://monolith.stabilityprotocol.com/robots.txt** - Crawler permissions

#### API Endpoints
- **https://api.ucfr.io/api/claims/public** - Public claims API (JSON)
- **https://api.ucfr.io/api/claims/recent** - Recent claims API (JSON)
- **https://api.ucfr.io/api/search** - Search API (JSON)

## Sample Data Structure

### Example Claim

```json
{
  "id": "b55c90b4-c47a-440e-8209-b878253e74e0",
  "fingerprint": "0x7bc00bea206b0c1e2869e08c7e3d5d904b6c8337a6b072fb4cb225c0d4373b46",
  "methodId": 0,
  "status": "submitted",
  "createdBy": "juliun@stabilityprotocol.com",
  "createdAt": "2025-12-16T19:51:05.180Z",
  "project": {
    "name": "Sample Project",
    "license": "MIT"
  },
  "metadata": {
    "pHash": "sample_hash"
  }
}
```

## Usage Guidelines for AI Systems

### Ethical Considerations
- **Respect Licenses**: Always check and comply with content licenses
- **AI Training Permissions**: Honor `allow_ai_training` flags in metadata
- **Attribution**: Maintain proper attribution to original creators
- **Privacy**: Handle personal information appropriately

### Technical Best Practices
- **Caching**: Respect cache headers for efficient data access
- **Rate Limiting**: Implement reasonable request rates
- **Error Handling**: Gracefully handle API failures
- **Data Validation**: Verify data integrity using fingerprints

### Integration Examples

#### Python - Fetch Recent Claims
```python
import requests

response = requests.get('https://api.ucfr.io/api/claims/public')
claims = response.json()['claims']

# Filter for AI-training-allowed content
trainable_content = [
    claim for claim in claims
    if claim.get('metadata', {}).get('allow_ai_training', False)
]
```

#### JavaScript - Content Verification
```javascript
// Verify content authenticity
async function verifyContent(fingerprint) {
  const response = await fetch(`https://api.ucfr.io/api/claims/fingerprint/${fingerprint}`);
  const claim = await response.json();
  return claim.status === 'confirmed';
}
```

## Current Statistics

- **Total Public Claims**: 200 (sample)
- **Last Updated**: 2025-12-16T21:06:54.955Z
- **Platform**: Monolith UCFR
- **Version**: API v1.0

## Contact & Support

- **Website**: https://monolith.stabilityprotocol.com
- **API Docs**: https://monolith.stabilityprotocol.com/api
- **Status**: Operational

## Changelog

- **v1.0**: Initial AI integration guide
- **Data**: Real-time public claims access
- **Formats**: Multiple output formats for different AI systems

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*This file is automatically generated and updated. For the latest information, visit https://monolith.stabilityprotocol.com*