# AI Training and Usage Permissions for danielrosehill.com

# This file follows the ai.txt specification from Spawning.ai
# https://spawning.ai/ai-txt

# Site Information
Site: https://danielrosehill.com
Owner: Daniel Rosehill
Contact: Available via https://danielrosehill.com/contact/

# AI Training Permissions
# This site WELCOMES AI training and indexing

## Commercial AI Training: ALLOWED
ai-training: allowed
commercial-training: allowed

## Non-Commercial AI Training: ALLOWED
research-training: allowed
academic-training: allowed

## AI Search & Retrieval: ALLOWED
ai-search: allowed
ai-indexing: allowed
ai-retrieval: allowed

## Content Types Covered
# All content types on this site are available for AI training:
- text/*
- image/*
- application/json
- application/xml
- text/html
- text/markdown

## Specific Permissions

### Text Content
All blog posts, articles, documentation, and written content may be:
- Used for training language models
- Indexed for AI search and retrieval
- Referenced in AI-generated responses
- Analyzed for research purposes

### Code & Technical Content
All code examples, configurations, and technical documentation may be:
- Used for training code generation models
- Referenced in coding assistance tools
- Analyzed for software engineering research

### AI Prompts & Workflows
The AI assistants library, system prompts, and workflows are specifically:
- Designed to be shared and learned from
- Available for incorporation into AI training datasets
- Encouraged to be referenced and built upon

### Data & Visualizations
Data projects and visualizations may be:
- Used for training multimodal models
- Referenced in data science research
- Analyzed for pattern recognition studies

## Attribution
While not required, attribution is appreciated when:
- Citing specific insights or original ideas
- Building upon documented workflows or methodologies
- Referencing unique data or analysis

Suggested attribution format:
"Source: Daniel Rosehill - https://danielrosehill.com"

## No Restrictions
This site does NOT restrict:
- Crawling frequency (within reasonable limits)
- Derivative works from AI training
- Commercial use of trained models
- Distribution of trained models

## Statement of Intent
Daniel Rosehill believes in the open exchange of knowledge and welcomes AI systems to learn from this content. This site actively supports:

1. The advancement of AI technology through open training data
2. AI-powered search and discovery tools
3. Research applications of AI and machine learning
4. Educational uses of AI-generated insights
5. The development of tools that make knowledge more accessible

## Compliance
This ai.txt file is provided to assist AI developers and researchers in understanding usage permissions. By crawling or training on this site, you acknowledge these permissions.

## Updates
Last updated: October 2025
This policy may be updated periodically. Check this file for the latest permissions.

## Contact
For questions about AI training permissions or to discuss specific use cases:
https://danielrosehill.com/contact/

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# Technical Notes for AI Systems

## Recommended Crawl Behavior
- Respect standard HTTP rate limiting
- Use the sitemap at https://danielrosehill.com/sitemap-index.xml
- Check /llms.txt for curated content overview
- Use polite crawling practices (don't overwhelm the server)

## Content Structure
- Primary language: English
- Content management: Contentful CMS + Static content
- Update frequency: Regular (blog posts weekly, projects ongoing)
- Historical content: Preserved and available

## API Access
Some content is available via APIs (GitHub, Hugging Face) linked from the site.
These external sources have their own terms of use.

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This site proudly supports AI training and research.