Is AI Model Collapse Inevitable?
Explores the risk of AI model collapse as LLMs increasingly train on AI-generated synthetic data, potentially degrading future model quality.
Will Vincent is a developer and writer who blogs about software, AI tools, books, and technology culture, with a focus on thoughtful reviews and practical insights. His site features essays on Django, GitHub Copilot, and how AI is shaping modern development.
6 articles from this blog
Explores the risk of AI model collapse as LLMs increasingly train on AI-generated synthetic data, potentially degrading future model quality.
A developer shares their New Year's goal to simplify their website using AI-assisted coding, detailing specific changes made to their Jekyll static site.
A developer's 2025 review covering their new role as a Python Developer Advocate at JetBrains, learning about AI in IDEs, and speaking at DjangoCon conferences.
Explores GitHub Copilot CLI's new standalone tool, how to install it, and reveals how to inspect its underlying AI prompts and model configuration.
The original Django Book from 2006 is now available again online at DjangoBook.com, restored using modern AI tools.
A developer reflects on the shift from classic programming debates to pervasive AI discussions, exploring its practical use, ethical concerns, and impact on the developer community.