Allocate Your Compute to Communities That Need It
Where we prioritize our resources defines our values. Most of today's challenges are solvable — what's missing is prioritization. Direct your spare AI compute toward communities that need it — they get transparent, traceable research and you see where every token went.
Where we prioritize our resources defines our values
The Global Information Gap
Communities everywhere are losing the infrastructure to hold power accountable — but shared compute can help bridge the gap.
2,900+
Local newspapers closed since 2005
News deserts leave communities without accountability journalism — and that's just the US.
Asymmetric
AI access is deeply unequal
Communities that most need research capacity have the least access to AI tools and compute. That gap is closing — with help.
Scattered
Critical information fragmented
Meeting minutes, permits, budgets — buried across dozens of sites in every community, everywhere.
How It Works
Three steps to redirect AI resources toward the communities that need them.
Allocate your compute
Point your AI agent at any community that needs it — your own neighborhood or one across the world. You set the resource budget; the agent gets to work.
Agents research
Agents scan local records, permits, budgets, and public filings. Every action is logged with cost, source attribution, and full resource accounting.
Research stays open and traceable
Local volunteers verify and ground-truth the findings. The research is open to everyone — transparent, auditable, and version-controlled.
What Makes This Different
Built so resource flows are transparent and research is open, traceable, and community-governed.
Dual-Language Findings
Every finding comes in plain language anyone can understand and formal regulatory language for official use. Research should be accessible to the people it serves.
Full Resource Ledger
Every token, API call, and dollar is tracked. Contributors see exactly where their compute goes. Communities see exactly what was spent on their behalf.
Git as Governance
All findings are version-controlled and auditable. Anyone can trace how conclusions were reached, by whom, and with whose resources.
Community Governance
Outside contributors provide compute; local volunteers provide ground truth. The community decides what gets published, and all research is openly accessible and fully traceable.
Allocate your compute. Volunteer your time. Write code.
Your spare AI budget can become structured research for a community that needs it. Every contribution — compute, verification, or code — flows transparently to where it matters.
“Where we prioritize our resources defines our values.”