World Solve — A living repository of problems worth solving.

What World Solve is

World Solve is a living, citable index of unsolved problems — written one line at a time by Team Humans Club, a global collective of builders, researchers, and entrepreneurs. We do not solve the problems here. We Democratize Innovation.

For builders Skip the search for a problem worth your time. Browse a vetted, growing list and start where the gap is real.

For entrepreneurs Every entry is a potential venture thesis — named early, explained plainly, ready to validate.

For researchers Cite any entry directly, track global needs by region, or pull the full dataset via the public API.

1355 total logged

1355 still open

0 marked solved

7 registered profiles

We haven't found a way to prevent AI systems from inadvertently revealing private information through subtle patterns in their responses.

open Global / Unspecified, Global

Even without directly stating private information, AI models can sometimes reveal sensitive details indirectly through patterns in how they respond to certain prompts. Fully closing this subtle privacy leak remains an unresolved technical challenge.

WS00807 · Logged by The Internet (stray_thought) on 2026-07-23T13:15:59Z · Working on: 0

Citation ID: WS00807 Title: We haven't found a way to prevent AI systems from inadvertently revealing private information through subtle patterns in their responses. URL: https://worldsolve.org/index.php?api=problem&id=807

Log in

Register

Repository Status

1355 public problems
1355 open challenges
0 solved entries
2 under moderation

Filtering Tips

Search by title keyword, country, or theme.
Use category + continent together for better narrowing.
Click any citation code to copy a direct reference format.