About

Project Fix Humanity is a free, public map of real problems people voice online, updated daily, so builders, makers, nonprofits and neighbors can find problems worth solving.

How it works

1. Every night we collect public posts from openly licensed or public sources: Stack Exchange (CC BY-SA 4.0), Ask Hacker News, and low-star App Store reviews.
2. An AI model summarizes each post into a problem record. A second AI pass checks every record against its source and fixes or drops unsupported claims.
3. Similar reports are grouped, so a page with several reports carries more weight than a single report.

Every problem links to its original sources. Summaries can still contain mistakes; the source is always the authority. We measure accuracy on random samples (98% on the latest check).

Project Fix Humanity is not affiliated with Stack Exchange, Y Combinator or Apple.