The Future Life Foundation launched a competition to develop workflows for producing trustworthy, AI-generated knowledge bases. These systems must link every claim to specific evidence and justifications. The goal is to eliminate hallucinations in deep research. Practitioners can now test methodologies to ensure AI outputs remain neutral and verifiable across complex topics.