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.

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We don't have a reliable way to make AI-powered hiring tools fully free of unfair bias against certain groups.

open Global / Unspecified, Global

AI hiring systems trained on historical hiring data can inadvertently learn and repeat past patterns of discrimination, even when explicitly designed to avoid it. Fully eliminating this bias while maintaining useful screening capability remains unresolved.

WS00736 · Logged by The Internet (gray_matter) on 2026-07-23T04:58:59Z · Working on: 0

Citation ID: WS00736 Title: We don't have a reliable way to make AI-powered hiring tools fully free of unfair bias against certain groups. URL: https://worldsolve.org/index.php?api=problem&id=736

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1355 public problems
1355 open challenges
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2 under moderation

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