mapping how ideas spread online
epistemic.garden · by epistemic garden · clipped 2026-01-31
Clipped from the web into my Obsidian; formatting may be imperfect.
We’re building tools to help communities understand their information landscape and protect against harmful coordinated narratives.
The internet is like a jungle: full of wonders, but also threats. We can build tools that give jungle eyes.
Philosophy
Online communities are rich sensemaking spots where people figure out truth together. But without awareness of the narrative patterns shaping discourse, they’re vulnerable to psyops and manipulation that will only intensify with AI growth.
We follow a living lab philosophy - open by default, community-oriented. Users who volunteer their data to the Community archive are our main stakeholders. We iterate with them to build “jungle eyes” - tools to inform awareness of the memetic forces at play.
We think of it as moving toward a germ theory for ideas. Just like building a microscope revolutionized public health, tools that map idea diffusion can help communities maintain memetic sovereignty and epistemological robustness.
Core Projects
| Project | Description | Status |
|---|---|---|
| Community Archive | Crowdsourced social media data (17M tweets and growing) | Live |
| Keyword Trends | Like Google Trends but for your community’s discourse | Live |
| Birdseye | Visualize someone’s body of work by topic over time | Live |
| The Nooscope | Track idea origins and diffusion across the social graph | In Progress |
| Meme Reports | Weekly synthesis of what ideas are spreading and where from | In Progress |
| Discourse Maps | Navigate complex discussions and identify camps/arguments | In Progress |
| Matchmaking | Find friends, collaborators, trades, etc. | In Progress |
Team
- Francisco Carvalho (@exgenesis) - Lead, ML/SWE
- goat ( @iaimforgoat) - SWE
- Alexandre Variengien - Researcher
- Advisors from Midjourney, Nomic AI, METR, Microsolidarity
Featured
- [Unconference on AI for Collective Sensemaking] - Recent gathering recap
- [Strategy Document] - Our full vision and approach
- [Twitter as a Global Sensemaking Layer] - Our vision for collective intelligence
- [NYC Hackathon Recap] - 30 builders, 15 prototypes
- [NeurIPS Submission] - Finding cultural producers in networks
Support
We are graciously supported by Vitalik Buterin, the Survival and Flourishing Fund, and Peter Wang.
Links
- Epistemic Garden Lab Notes
- Epistemic Garden Strategy Doc
- Community Archive
- CA Github
- CA Substack
- CA Discord - Schelling point for open sensemaking and memetics research Recent Updates
- CA Announcement
- Exploring historical trends in the community archive
- A Birdseye view of your tweets
- The Community Archive Hackathon
- Our conference paper