Gibran

Gibran is building what it calls the first general-purpose discovery engine, applying principles of evolutionary biology and collective intelligence — rather than isolated individual learning — to solve problems where information is sparse, noisy, or causally opaque. Founded by a team including former Google DeepMind researchers and founders who have scaled platforms to millions of users, the company's stated mission is to unlock causal knowledge and augment human autonomy through self-organizing, population-level intelligence systems.