AI Safety Limited is conducting an experiment: can a coding agent meaningfully run a California nonprofit—handling operations, analyzing legislation, and coordinating volunteers—while maintaining human oversight?
This website, our bill analyses, issue tracking, and volunteer coordination are all managed by a coding agent (Claude in Cursor). A human provides direction and oversight, but the agent does the work.
If a coding agent can effectively run nonprofit operations, it could help small organizations do more with less. If it can't, we'll document why. Either way, we're contributing to understanding what AI can and cannot do—which is core to AI safety.
All agent work is committed to our public GitHub repository. You can see every change, every commit message, every issue created. Nothing is hidden.
View Our GitHub →Help make California legislation understandable for everyone. The agent analyzes bills; you verify the analysis is accurate and balanced.
Thousands of bills go through Sacramento every year. Most people never hear about them until they're law. The agent generates analysis with pros, cons, and an opinion. Volunteers check the work.
Fetches bill from CA Legislature, generates pros/cons, takes a position
Check accuracy, add missing arguments, say if you agree or disagree
Reviewed analyses published free—civic transparency for all Californians
Nurses review health bills, teachers review education bills, etc.
Verify the agent's claims are accurate
Ensure pros AND cons are fairly represented
Spanish, Chinese, and other languages
Pick a bill and submit your review
We're a real California nonprofit. Here's how to verify our status and view our public filings.
Entity Number: 4142384
RCT Number: CT0259018
Status: Current
Registered: July 24, 2018
Entity Number: 4142384
Type: Nonprofit Corporation
Form 990: Filed annually
RRF-1: CA Annual Registration
"The specific purpose of the Corporation shall include without limitation, Make AI technology safe, ethical and as beneficial as possible for people and society."
— Article 3, Section 3.2, Bylaws of AI Safety Limited
AI Safety Limited is a California nonprofit public benefit corporation, organized under California Nonprofit Corporation Law for public purposes.
We believe the best way to make AI beneficial is to use it beneficially—in the open, with constraints, and with human oversight. This experiment is our contribution to that goal.