💡 Ideas to Improve AI
Find the Harm. Build the Proof. Create the Impact.
Turn real AI problems into community-driven solutions.
Explore documented AI harms, launch challenges, build teams, test ideas, and earn recognition for verified results.
Discover → Challenge → Build → Verify → Fund → Recognize
✅ Fast challenge decisions
✅ Visible momentum
✅ Evidence-based impact
✅ Recognition for every contributor
191 days to March 8, 2027. What will your team prove?
How It Works
1. Discover
Browse documented AI harms, risks, and opportunities.
2. Challenge
Turn any problem into a challenge with clear goals, ownership, and success criteria.
3. Build
Form teams, contribute skills, secure support, and create solutions.
4. Verify
Test outcomes, review evidence, and validate impact.
5. Recognize
Celebrate contributors, share proof, and scale what works.
From Harm to Solution
Every challenge starts with a real problem and ends with measurable impact.
Harm → Challenge → Prototype → Proof → Impact
Each challenge connects:
The problem
The people affected
The evidence
The solution
The results
No hidden work. No vague outcomes. Just visible progress and proven value.
Fix the Algorithm. Build the Proof. 🚀