Contributing
How to Contribute
Section titled “How to Contribute”This paper is open-access and we welcome contributions from the research community. There are several ways to participate.
Providing Feedback
Section titled “Providing Feedback”- GitHub Issues. Open an issue for specific technical feedback, corrections, or suggestions.
- GitHub Discussions. Start a discussion for broader questions, ideas, or conversation about the research direction.
Peer Review
Section titled “Peer Review”We are actively seeking peer review from researchers with expertise in:
- Language model architectures
- Context window management
- Tool-augmented AI systems
- Memory and retrieval systems for LLMs
- Distributed systems and protocol design
If you would like to provide a formal review, please open an issue with the label peer-review or reach out through GitHub Discussions.
Academic Collaboration
Section titled “Academic Collaboration”We welcome collaboration on:
- Extending the LRO protocol to new domains
- Benchmarking and evaluation
- Reference implementations
- Comparative studies with alternative approaches
Editing the Paper
Section titled “Editing the Paper”The paper source is maintained as MDX files in the GitHub repository. You can suggest edits directly via pull requests.
- Fork the repository
- Make your changes in the
src/content/docs/directory - Open a pull request with a clear description of the changes
Code of Conduct
Section titled “Code of Conduct”All contributions should be respectful, constructive, and focused on advancing the research. We value diverse perspectives and rigorous technical discourse.