Why Public Domain Data Is the Future of AI Content
Dogbro's approach to copyright-free training data and why it matters for enterprise AI.
At Dogbro, we train our content generation models exclusively on copyright-free public domain data. Here’s why this approach is critical for enterprise adoption.
The copyright problem
Most AI content tools train on scraped internet content — which means they risk generating text that infringes on existing copyrights. For enterprises, this is a non-starter.
Our solution
We use only:
- Wikipedia (CC BY-SA)
- Common Crawl (public domain)
- Public domain literature and government documents
This ensures every piece of content we generate is free of copyright risk.
The business case
By using public domain data and fine-tuning open-source models (like Llama 3 and Mistral), our inference costs are 80% lower than GPT-4-based competitors. Our clients get enterprise-grade AI content without the legal headaches.
Zero copyright risk. 80% lower costs. That’s the Dogbro difference.