Open Research Contribution - Reality Informatics for Multimodal AI

[Tryboy869]

Dear LAION Community,

I am an independent researcher seeking to contribute to open AI research through a novel framework called "Reality Informatics" that addresses multimodal AI grounding and coherence.

My work applies Virtual Reality design principles to create coherent informational environments for AI agents, particularly relevant to multimodal models. This aligns with LAION's mission of open-source AI research and your work on large-scale multimodal datasets.

The framework addresses:

• Coherent integration of multimodal information streams for AI agents
• VR-inspired design principles for training environment construction
• Methods for ensuring informational consistency across modalities
• Applications to multimodal model training and evaluation

This research could complement LAION's multimodal initiatives by providing theoretical foundations for environment design and data coherence in large-scale training scenarios.

Full open-source implementation: https://github.com/Tryboy869/Informatique-R-alitaire

I am seeking:

1. Community feedback on the technical approach and methodology
2. Potential collaboration on multimodal applications
3. Support for arXiv endorsement to publish this research
4. Opportunities to contribute to LAION's ongoing projects

LAION's commitment to researcher independence and open science makes you an ideal community for this work. I would be honored to contribute to your mission while advancing this research direction.

I am available to present this work, participate in community discussions, or collaborate on relevant projects.

Thank you for your consideration and your leadership in democratizing AI research.

Best regards,
Daouda Abdoul Anzize
Independent AI Researcher
anzizdaouda0@gmail.com
GitHub: https://github.com/Tryboy869/Informatique-R-alitaire