OmniSource
Turn fragmented signals into customized intelligence.
OmniSource is a multi-agent intelligence system that monitors papers, models, code, feeds, and social discussions across arXiv, Hugging Face, GitHub, RSS, Twitter, and more, transforming scattered information into personalized, actionable intelligence for researchers, engineers, and builders.
What We're Building
AI research is drowning in information overload. We're building the bridge between frontier papers and real understanding.
Multi-Agent Processing
AI agents automatically crawl top-tier conference papers, filtering, distilling, and structuring complex research into accessible knowledge.
Research Translation
A new wave of "research translation" — systematically transforming global frontier research into high-quality, structured content for wider audiences.
Living Knowledge Base
Algorithmically curated, community-refined — a continuously updated knowledge base of top conference insights that evolves with the field.
Open Community
Open-source community collaboration to refine interpretations, surface hidden gems, and ensure the best research gets the attention it deserves.
Creator Platform
Beyond reading — contribute paper reviews, research surveys, tutorials, and project write-ups. Discover and follow star authors and projects.
Knowledge Network
From discovery to understanding to discussion — a complete knowledge production and distribution system powered by AI and community together.
Why OmniSource?
The information overload era demands a new approach to research dissemination.
Explosive Paper Growth
Top AI conferences now accept thousands of papers per year. Researchers' attention is scarce — truly valuable work gets buried in the noise.
Language Barriers Persist
Frontier research is published almost exclusively in English. Millions of researchers and practitioners worldwide lack access to timely, high-quality interpretations.
AI + Community = Scale
Neither AI nor humans alone can solve this. Multi-agent systems handle volume and speed; community collaboration ensures depth and quality.
About
OmniSource is building a research dissemination network powered by AI and open-source community. Starting with a multi-agent framework that processes top-tier conference papers, we aim to make frontier research accessible, understandable, and discussable — for everyone, everywhere.
Contact: hpcailab.ra@gmail.com