Research Notes
What Biom RG Means by Applied AI Research
A practical lens on frontier AI, interdisciplinary inquiry, evaluation, and deployment.
Research notes
Insights
Research notes, technical explainers, event recaps, speaker interviews, and community updates from the Biom RG network.
Featured articles
Early publishing themes for the community.
These draft article cards create the structure for a future JSON or MDX-backed insights library.
RAG and Knowledge Systems
Why RAG and Vector Databases Matter
How retrieval infrastructure supports grounded generation and reliable knowledge workflows.
Agentic AI
Designing Research Forums for Agentic AI
What communities need to evaluate autonomous workflows, oversight, and tool use.
Event Themes
Confluence 2026: Themes and Tracks
A preview of the flagship gathering for language systems, agents, RAG, and governance.
Collaboration
How Founders and Researchers Can Collaborate
Practical ways to translate problems into research-backed concepts and prototypes.
Event Recaps
What Makes a Useful Technical Forum
Notes on designing events around depth, exchange, and responsible experimentation.